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Paper Citation Record · LEDGER

Distributionally Robust Optimization: A Review

As of 19 August 2026, this Paper Citation Record lists 100 of 300 outbound references and 50 inbound Pith citation observations for arXiv:1908.05659.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
1908.05659 v1

Coverage vector

measured 100 of 300 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T13:46:07.644550Z

measured 150 of 150 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 50 of 50 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:23:29.084886Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-03T14:08:21.585029Z

Reference resolution

100 of 300 outbound references displayed

  • verified exact8
  • verified fuzzy0
  • unresolved92
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 26291e51-744e-4ce1-a016-b8e9943288c5 · outbound

This paper cites Acerbi, Spectral measures of risk: A coherent representation of subjective risk aver- sion, J.

Distributionally Robust Optimization: A Review Acerbi, Spectral measures of risk: A coherent representation of subjective risk aver- sion, J

Reference 1

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Unavailable: canonical work link unavailable.

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Observation 0e70d8af-f387-4f6f-be52-22d0c03cdd91 · outbound

This paper cites an unresolved cited work.

Distributionally Robust Optimization: A Review Unresolved cited work

Reference 2

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source=pdf_text observed=2026-08-14T13:46:07.215571Z digest=sha256:428cc776eef05ca1e354298bb64babb7c8c697fae9323b89a4f2732392c448ab

Observation 3014a7b6-7b0e-433d-a718-f7ed338d5d4d · outbound

This paper cites Analui and G.

Distributionally Robust Optimization: A Review Analui and G

Reference 3

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source=pdf_text observed=2026-08-14T13:46:07.220948Z digest=sha256:b1d843a7778516a2435433ace26e0628ab2615c7049d94290d16247e0ccfa60b

Observation 141c69da-84c2-4ed8-a9e8-0d42d2d8da76 · outbound

This paper cites Ardestani-Jaafari and E.

Distributionally Robust Optimization: A Review Ardestani-Jaafari and E

Reference 4

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source=pdf_text observed=2026-08-14T13:46:07.227087Z digest=sha256:f2b70643d78f5260ec6a7dd61255be24af7a247f1e3a90653e4d337d1126564e

Observation 33b1b5cc-3240-47e8-a84f-3785c9a08ddc · outbound

This paper cites Armbruster and J.

Distributionally Robust Optimization: A Review Armbruster and J

Reference 5

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source=pdf_text observed=2026-08-14T13:46:07.232816Z digest=sha256:3b6fa2b274e14d7d60bd7cba6819c6c95d0c3ce6426e7d3f9d8003f2d6bf6364

Observation fd09cf2d-165d-4b51-96ee-d54e73e3de7f · outbound

This paper cites Arp ´on, T.

Distributionally Robust Optimization: A Review Arp ´on, T

Reference 6

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T13:46:07.238767Z digest=sha256:45de3948606ab59ee4bab3fc6bb39335f2ddb10ddb13842bb49a4fcc002b814c

Observation 28183c46-6fc8-4250-a2e2-d0334784a290 · outbound

This paper cites Recall formulation (DRO) and the functionalRP :Z ↦→R.

Distributionally Robust Optimization: A Review Recall formulation (DRO) and the functionalRP :Z ↦→R

Reference 7

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T13:46:07.184103Z digest=sha256:bf890f852fdac06716d30a7cb6d9dfd496c4defee46a3ecf86edca33ce0fb7ba

Observation bc26d0b9-f0bb-4db2-b179-173a6907acb1 · outbound

This paper cites an unresolved cited work.

Distributionally Robust Optimization: A Review Unresolved cited work

Reference 8

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T13:46:07.202111Z digest=sha256:92c1a4de4a6d4da18fbf03d8b467e38e2f93c87399f7271dfc6ecbf86e5c32cd

Observation 264ee198-441c-4776-8928-975636b5b021 · outbound

This paper cites Bansal, K.

Distributionally Robust Optimization: A Review Bansal, K

Reference 9

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source=pdf_text observed=2026-08-14T13:46:07.258911Z digest=sha256:85eb53fa35db0c2732ea61b8f2b3abd40c37dd9ab4066d326f37f756ff2681bd

Observation f7909f92-0b67-4f8a-88e2-5a8e71f49228 · outbound

This paper cites Bansal and S.

Distributionally Robust Optimization: A Review Bansal and S

Reference 10

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Observation f98718d8-c682-4fbd-b220-2fdb979d909a · outbound

This paper cites Bansal and Y.

Distributionally Robust Optimization: A Review Bansal and Y

Reference 11

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source=pdf_text observed=2026-08-14T13:46:07.270317Z digest=sha256:38192186de294a8de610cea6079bb7b4dcf4239722b85c9d3fc2537240caf58a

Observation 74b44ed5-1ff5-49c3-b28b-04c9f15a492a · outbound

This paper cites an unresolved cited work.

Distributionally Robust Optimization: A Review Unresolved cited work

Reference 12

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T13:46:07.274928Z digest=sha256:68b8dfb137d77b6092e609bb14bec9ef142fdcd3713e38c54f3d9ef212297462

Observation 415fe413-ec15-4a0f-b3d2-184b7f8d4d94 · outbound

This paper cites Bayraksan and D.

Distributionally Robust Optimization: A Review Bayraksan and D

Reference 13

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source=pdf_text observed=2026-08-14T13:46:07.278741Z digest=sha256:de22c59e6da69c386d99ece451b5ad31837fe202f3b500b4209c4234c72c1c2a

Observation ea0eaa9f-9944-45c9-9b15-9cb8bd355611 · outbound

This paper cites Artzner, F.

Distributionally Robust Optimization: A Review Artzner, F

Reference 14

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source=pdf_text observed=2026-08-14T13:46:07.247475Z digest=sha256:72822d11a32937b18230dbd6a029a6d59cb3ca0513e37a572ddd62426daa9fe8

Observation 2adbfe24-539c-42de-9954-d833681a580d · outbound

This paper cites Ban and C.

Distributionally Robust Optimization: A Review Ban and C

Reference 15

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T13:46:07.252219Z digest=sha256:3218e3b5286f411ca1de6a30a3244768c02054558252e9d2726a56668c70a044

Observation 4bd6a0b8-4516-454b-8ca7-6e19b43ddf23 · outbound

This paper cites an unresolved cited work.

Distributionally Robust Optimization: A Review Unresolved cited work

Reference 16

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source=pdf_text observed=2026-08-14T13:46:07.292774Z digest=sha256:75beb349a92a3c02f7b42dea8a99c6532908590f9a28f16f60518eaa79740da3

Observation 508293d6-63d6-46d9-8eaa-cdd74125f50d · outbound

This paper cites Bazier-Mattea and E.

Distributionally Robust Optimization: A Review Bazier-Mattea and E

Reference 17

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source=pdf_text observed=2026-08-14T13:46:07.297669Z digest=sha256:1ddcdcbf2b108af44a5b138866750644a1ef9614d6ed92a963b2e92e1148371c

Observation 8d908590-f397-4090-bd61-508853b3186a · outbound

This paper cites Ben-Tal and A.

Distributionally Robust Optimization: A Review Ben-Tal and A

Reference 18

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Observation 1d045549-f816-4977-ac68-2135de8ec2aa · outbound

This paper cites Ben-Tal and A.

Distributionally Robust Optimization: A Review Ben-Tal and A

Reference 19

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source=pdf_text observed=2026-08-14T13:46:07.308700Z digest=sha256:842a30578c2a6fa6279b8a3a51801e44970b96e64bf5316104958538ab893388

Observation 25a117f2-04c3-4e6e-ab85-f6b4baea9b0c · outbound

This paper cites Ben-Tal and A.

Distributionally Robust Optimization: A Review Ben-Tal and A

Reference 20

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source=pdf_text observed=2026-08-14T13:46:07.312942Z digest=sha256:c030c23bba7eb9c845243b1b3e1530eb72c196430da6b42957f8063d7829bec5

Observation e4c2f600-bc46-46db-9559-4f931679d807 · outbound

This paper cites Bayraksan and D.

Distributionally Robust Optimization: A Review Bayraksan and D

Reference 21

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source=pdf_text observed=2026-08-14T13:46:07.283438Z digest=sha256:d374b6c6aa96f0d24a7bfdc56b31263114273f735f218f3a8444bf5b133167d2

Observation 732ea5ff-10f9-4a41-8368-3a687fe81646 · outbound

This paper cites Bayraksan and D.

Distributionally Robust Optimization: A Review Bayraksan and D

Reference 22

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source=pdf_text observed=2026-08-14T13:46:07.288140Z digest=sha256:a437b16823c5e9d2c2d9dfaf3a12c79072fb197b8e7a6c469fe842a3d22e8465

Observation cc9e58c1-8cf6-4daf-befc-562f688075f0 · outbound

This paper cites Ben-Tal and M.

Distributionally Robust Optimization: A Review Ben-Tal and M

Reference 23

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source=pdf_text observed=2026-08-14T13:46:07.326105Z digest=sha256:92a249006e5a44301d2ccd1f2e09ec33a96ff2a513752ecf772bd214c1cb8ab0

Observation 08e9a53d-81d5-46d1-b42c-bb96f237dc87 · outbound

This paper cites Ben-Tal, A.

Distributionally Robust Optimization: A Review Ben-Tal, A

Reference 24

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source=pdf_text observed=2026-08-14T13:46:07.330648Z digest=sha256:e308f107ad93de223824714f9fa65aafc720fbb3110f64fd0d56e899af90b253

Observation 010303fb-f7bf-4873-831f-a5b136beb20d · outbound

This paper cites Ben-Tal, S.

Distributionally Robust Optimization: A Review Ben-Tal, S

Reference 25

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source=pdf_text observed=2026-08-14T13:46:07.336532Z digest=sha256:b8e44d23bc446521bc30d65fe130a9a5980ed68bfd99b7913f031f58e9e5d088

Observation 5ce2ed35-ec97-4bec-a49e-ee32a47684f5 · outbound

This paper cites Ben-Tal, L.

Distributionally Robust Optimization: A Review Ben-Tal, L

Reference 26

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Observation 882e0ef0-43c4-4113-bfea-9e4cce5d15d6 · outbound

This paper cites Ben-Tal, D.

Distributionally Robust Optimization: A Review Ben-Tal, D

Reference 27

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source=pdf_text observed=2026-08-14T13:46:07.345050Z digest=sha256:cfd6255448f14f9e91437eb464dc17cfa1f89aef2db63d2e502b5f0885ac8aee

Observation 9eb7789a-c6d8-4db0-89ed-da3cebd57adf · outbound

This paper cites Ben-Tal and A.

Distributionally Robust Optimization: A Review Ben-Tal and A

Reference 28

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source=pdf_text observed=2026-08-14T13:46:07.317381Z digest=sha256:b736236e38708a6c972960ffa111283e8d90e3f55b8ecacbe643c86efc11b683

Observation 53df2e91-e3b2-4312-b5aa-388b90946b66 · outbound

This paper cites Ben-Tal and M.

Distributionally Robust Optimization: A Review Ben-Tal and M

Reference 29

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Observation 05b01bcb-434c-4ce5-883e-3f69cb72655f · outbound

This paper cites an unresolved cited work.

Distributionally Robust Optimization: A Review Unresolved cited work

Reference 30

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source=pdf_text observed=2026-08-14T13:46:07.356953Z digest=sha256:f3eded357c34e30ac8abed4d07eaef8a79fd2dfda51d59438d9151f52e5b159f

Observation bd6fae2f-bad6-4f1c-853d-54f108d9de9c · outbound

This paper cites an unresolved cited work.

Distributionally Robust Optimization: A Review Unresolved cited work

Reference 31

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source=pdf_text observed=2026-08-14T13:46:07.360360Z digest=sha256:3422a8847249d77c077367c31cf681ea4b43aef227002636bbc3dcfc35faa886

Observation 2f0258a5-5953-45b5-a7b8-8c8250c52d98 · outbound

This paper cites From Predictive to Prescriptive Analytics.

Distributionally Robust Optimization: A Review From Predictive to Prescriptive Analytics

Reference 32

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local_arxiv, observed 2026-08-14T13:46:08.922682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 44602008-0457-4735-bc91-c8d153d6bf2d · outbound

This paper cites Bertsimas and I.

Distributionally Robust Optimization: A Review Bertsimas and I

Reference 33

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source=pdf_text observed=2026-08-14T13:46:07.367708Z digest=sha256:f143f526aa2059da89b3d784f04be1d6d12832737bd0d6553d6505f5009ba6ae

Observation c547d48d-aef6-4708-97d4-d85580bb9223 · outbound

This paper cites Bertsimas and M.

Distributionally Robust Optimization: A Review Bertsimas and M

Reference 34

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source=pdf_text observed=2026-08-14T13:46:07.371263Z digest=sha256:89b7a65b055359366e2754ed1a5710d0f9ac74f5c878a55b368f5e4aa7c9d3e7

Observation 67657258-52d1-4e4f-8ab5-5efde6e60b43 · outbound

This paper cites Ben-Tal, D.

Distributionally Robust Optimization: A Review Ben-Tal, D

Reference 35

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source=pdf_text observed=2026-08-14T13:46:07.348908Z digest=sha256:705c2060f5d186ba1a9336abc45d281a548a54aee0d3f92f83358e2bcfb19972

Observation 23f26414-1c76-4673-8c20-3bec7c2a0c21 · outbound

This paper cites Ben-Tal, D.

Distributionally Robust Optimization: A Review Ben-Tal, D

Reference 36

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T13:46:07.353734Z digest=sha256:487df958e7f9f061fa5fc8d05ab95c06e0c43ddc0b2c5c013dffe263f1853c12

Observation cf74dbf6-daae-445e-a64a-cbafb6388375 · outbound

This paper cites Bertsimas, D.

Distributionally Robust Optimization: A Review Bertsimas, D

Reference 37

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source=pdf_text observed=2026-08-14T13:46:07.384790Z digest=sha256:709ebcac02ef7db56211ca91237b4f17cfab3ab86979e8dce4d785be2a881b30

Observation 389a15a9-079a-47b2-bea9-ea4479dbe986 · outbound

This paper cites Bertsimas, K.

Distributionally Robust Optimization: A Review Bertsimas, K

Reference 38

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source=pdf_text observed=2026-08-14T13:46:07.389025Z digest=sha256:c70b6ec063e336d1117136eb52570e33b031b6f29f2ad9cc91e78a29b368bcfd

Observation 33c38d33-62d6-4731-a7e2-e018471954e3 · outbound

This paper cites Bertsimas, X.

Distributionally Robust Optimization: A Review Bertsimas, X

Reference 39

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source=pdf_text observed=2026-08-14T13:46:07.394041Z digest=sha256:1b01aea81ba8ddfc466f6eeb313d6828d3ce8b585f1fa81e2e1dc5276ee382af

Observation 885a0bc4-5fcd-4060-b1f2-a659d9b3de25 · outbound

This paper cites Bertsimas, D.

Distributionally Robust Optimization: A Review Bertsimas, D

Reference 40

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source=pdf_text observed=2026-08-14T13:46:07.398834Z digest=sha256:3d2a9666d4bb58658a471fe1a2af21c62386d214ec5a4d0d0a303168b98e4451

Observation b73de934-8ad6-4046-84d9-c12ce3380c97 · outbound

This paper cites Bertsimas, M.

Distributionally Robust Optimization: A Review Bertsimas, M

Reference 41

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source=pdf_text observed=2026-08-14T13:46:07.404207Z digest=sha256:3bd1126d825f095a3a7363529731a704ed29a79e5469b61f7bfd2f1f390161dd

Observation c28cd77f-9896-4acc-befc-2631cb5e244d · outbound

This paper cites Bootstrap Robust Prescriptive Analytics.

Distributionally Robust Optimization: A Review Bootstrap Robust Prescriptive Analytics

Reference 42

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local_arxiv, observed 2026-08-14T13:46:08.907211Z

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Observation 3f0caf5c-9330-4126-850e-4c71195bb350 · outbound

This paper cites Bertsimas, K.

Distributionally Robust Optimization: A Review Bertsimas, K

Reference 43

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source=pdf_text observed=2026-08-14T13:46:07.379706Z digest=sha256:726a346d861a0c190fecc72c58ac47e832f6f5cea06797f940fcbcf9d9eddabb

Observation a0db4986-7398-4ea6-98c2-6f8ea349fec0 · outbound

This paper cites Bertsimas, M.

Distributionally Robust Optimization: A Review Bertsimas, M

Reference 44

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source=pdf_text observed=2026-08-14T13:46:07.417341Z digest=sha256:9c0dab07958a7edfc7e587dc7b8500d75a8e882ef64c16173945bdcd6c10225e

Observation 1170a682-29e5-425b-a92f-c24b32b4acc6 · outbound

This paper cites an unresolved cited work.

Distributionally Robust Optimization: A Review Unresolved cited work

Reference 45

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source=pdf_text observed=2026-08-14T13:46:07.420958Z digest=sha256:460aba063812b90dec3aa19b5370df82a97c78b58c2efe924d4b4cfa89e30dc2

Observation 0592ebf6-e5c6-420e-8771-f62245780ab2 · outbound

This paper cites Sample Out-Of-Sample Inference Based on Wasserstein Distance.

Distributionally Robust Optimization: A Review Sample Out-Of-Sample Inference Based on Wasserstein Distance

Reference 46

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local_arxiv, observed 2026-08-14T13:46:08.889199Z

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source=pdf_text observed=2026-08-14T13:46:07.424319Z digest=sha256:d0c79da02774842d2b434affaeb51d25b984a1b05ecc46c29229518d5b665dde

Observation f5dedd6b-70ee-4531-ad01-beffc42cba47 · outbound

This paper cites Semi-supervised Learning based on Distributionally Robust Optimization.

Distributionally Robust Optimization: A Review Semi-supervised Learning based on Distributionally Robust Optimization

Reference 47

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source=pdf_text observed=2026-08-14T13:46:07.428407Z digest=sha256:980d54159dc5664f94e201326d28f0d6b06561bd3b0c2124dc0291f8837fe753

Observation e1143a91-71a5-4e42-97d9-c45c31d93fbf · outbound

This paper cites Blanchet and Y.

Distributionally Robust Optimization: A Review Blanchet and Y

Reference 48

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source=pdf_text observed=2026-08-14T13:46:07.432185Z digest=sha256:bcfa2583ae019c6737ea07e66b6736e4254c6d9d9ae234ca9a01df2bc389fd99

Observation 8ab8a168-3781-422c-8dad-5ab8e823a532 · outbound

This paper cites Bertsimas, V.

Distributionally Robust Optimization: A Review Bertsimas, V

Reference 49

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source=pdf_text observed=2026-08-14T13:46:07.409286Z digest=sha256:967267ec1475f4c0bf1cd51999fb5ee40baab0ed1708f9cd3db32f4d4d30ce57

Observation a8414c53-2e10-4261-bfab-73f77b3ba6ac · outbound

This paper cites Bertsimas, V.

Distributionally Robust Optimization: A Review Bertsimas, V

Reference 50

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source=pdf_text observed=2026-08-14T13:46:07.413333Z digest=sha256:d1b3621bd09a6f915b9b9db88f6c57d2a9f7e8373e97a1a8b81f6e4e1ae25937

Observation 5cc82099-b08e-483a-8820-e7f8941bf999 · outbound

This paper cites Doubly Robust Data-Driven Distributionally Robust Optimization.

Distributionally Robust Optimization: A Review Doubly Robust Data-Driven Distributionally Robust Optimization

Reference 51

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local_arxiv, observed 2026-08-14T13:46:08.812816Z

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source=pdf_text observed=2026-08-14T13:46:07.448398Z digest=sha256:5bbb6ca8901a630a99a25bd1c4e43848b9d8499d14ef43efc24b6acfe7bcbdbc

Observation 1d476343-621a-4d4a-8706-7207d40cb189 · outbound

This paper cites Data-driven Optimal Cost Selection for Distributionally Robust Optimization.

Distributionally Robust Optimization: A Review Data-driven Optimal Cost Selection for Distributionally Robust Optimization

Reference 52

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source=pdf_text observed=2026-08-14T13:46:07.454349Z digest=sha256:2edf42307df4fa1d1afd1d56998d00feb238a9d0bb58b42f150fa2b268838f9c

Observation ea2b0733-47ba-4e23-b219-6434c3483a5c · outbound

This paper cites Optimal Transport Based Distributionally Robust Optimization: Structural Properties and Iterative Schemes.

Distributionally Robust Optimization: A Review Optimal Transport Based Distributionally Robust Optimization: Structural Properties and Iterative Schemes

Reference 53

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local_arxiv, observed 2026-08-14T13:46:08.779787Z

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source=pdf_text observed=2026-08-14T13:46:07.458172Z digest=sha256:c1a3725a7dbab7f26ae624b029c3219dca4696792a2332bd8415e2a5495adbd8

Observation 8e152b16-0aa2-4bf0-b1cc-02c91e721532 · outbound

This paper cites Bolley and C.

Distributionally Robust Optimization: A Review Bolley and C

Reference 54

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source=pdf_text observed=2026-08-14T13:46:07.462223Z digest=sha256:d6c31f3ce8e3cfbaf8bc5d6b6534c1d78744509d866642fd2968142a70fbde38

Observation 3a28abaa-e0ce-45f4-9863-8e7469a0f7f0 · outbound

This paper cites an unresolved cited work.

Distributionally Robust Optimization: A Review Unresolved cited work

Reference 55

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source=pdf_text observed=2026-08-14T13:46:07.465863Z digest=sha256:52cc241cc79110b8b120de9ea6e53fb98d30853da8dd10085afa502949b667b6

Observation c716f35c-ff1c-4543-9515-0e5238eefa27 · outbound

This paper cites Bose and A.

Distributionally Robust Optimization: A Review Bose and A

Reference 56

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source=pdf_text observed=2026-08-14T13:46:07.469936Z digest=sha256:7f8e3f039c71b46b48fdfd2709d8b681ec7d81810ecadc06e33ee43f009c4e3e

Observation 4411baff-19f7-4c2f-a5b2-c472d6d7beea · outbound

This paper cites Quantifying Distributional Model Risk via Optimal Transport.

Distributionally Robust Optimization: A Review Quantifying Distributional Model Risk via Optimal Transport

Reference 57

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source=pdf_text observed=2026-08-14T13:46:07.440133Z digest=sha256:fdc04cba8af3da5051e0a364d15a3cc58210fdce407b288b44ef1d908e0bf698

Observation 79e8064e-e9f7-475b-96c0-aaedd952d32c · outbound

This paper cites Robust Wasserstein Profile Inference and Applications to Machine Learning.

Distributionally Robust Optimization: A Review Robust Wasserstein Profile Inference and Applications to Machine Learning

Reference 58

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source=pdf_text observed=2026-08-14T13:46:07.444304Z digest=sha256:3a3888a891fcd689efacbf67db8c13a148e0861144546746d9dc7675aca968f5

Observation fdd71633-ae86-4289-8322-0882f2c930d6 · outbound

This paper cites Calafiore, Ambiguous risk measures and optimal robust portfolios, SIAM J.

Distributionally Robust Optimization: A Review Calafiore, Ambiguous risk measures and optimal robust portfolios, SIAM J

Reference 59

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source=pdf_text observed=2026-08-14T13:46:07.480536Z digest=sha256:65a98a00c1a23c1983b183a1c97862fcba59f3314fc11b4b145644a1e3ad5031

Observation fb5920a8-e942-43f5-a3e4-4ff02b59123a · outbound

This paper cites Calafiore and M.

Distributionally Robust Optimization: A Review Calafiore and M

Reference 60

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source=pdf_text observed=2026-08-14T13:46:07.484088Z digest=sha256:20361b94b02b25496616c4426d01d7115e48b40ad6c58d18abadc096ab689c4f

Observation 52168cc1-34de-4283-95c7-b1ee5274e8b1 · outbound

This paper cites an unresolved cited work.

Distributionally Robust Optimization: A Review Unresolved cited work

Reference 61

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source=pdf_text observed=2026-08-14T13:46:07.489113Z digest=sha256:74a807636b8d87f97ec5a6c863acd3e0fe83694b957bc06f8fd695f030cca274

Observation 96a2357d-32f2-4fbe-8255-a7a28e0c6e1f · outbound

This paper cites an unresolved cited work.

Distributionally Robust Optimization: A Review Unresolved cited work

Reference 62

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source=pdf_text observed=2026-08-14T13:46:07.495320Z digest=sha256:18f517a24f4477454cf0c2f0b8011c2d10d580280dbd1da0f5ce4b4460bb7cff

Observation d01bfc22-736e-4b3a-91f2-7f9cc9fb9966 · outbound

This paper cites Campi and G.

Distributionally Robust Optimization: A Review Campi and G

Reference 63

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source=pdf_text observed=2026-08-14T13:46:07.499714Z digest=sha256:576aba06c517da76fbfec83ed39bfa4132dbce98dd4a6cb5e747b16d724edf39

Observation 479d6eee-06ed-404a-8134-116282d66c3e · outbound

This paper cites Charnes, W.

Distributionally Robust Optimization: A Review Charnes, W

Reference 64

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source=pdf_text observed=2026-08-14T13:46:07.505364Z digest=sha256:1aaf48c0820be773748990492ead73b7a1d6bb2eb1acb1e0a3110db9234496fc

Observation c883a448-54e1-4199-8f42-1e3d6fed9724 · outbound

This paper cites Boyd and L.

Distributionally Robust Optimization: A Review Boyd and L

Reference 65

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source=pdf_text observed=2026-08-14T13:46:07.473465Z digest=sha256:b92fc543d0faae018a5d94f3fe1e2a8141c073557f12a520dd1fde6ef56de43f

Observation d05a2b01-8d8b-47d0-bc77-e36943971cd8 · outbound

This paper cites Breton and S.

Distributionally Robust Optimization: A Review Breton and S

Reference 66

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source=pdf_text observed=2026-08-14T13:46:07.477214Z digest=sha256:746079b90724f7bfa1c230c5e8db67030484f0223efbd2eda492a7ce035dad0a

Observation 84f8606d-1113-4b3f-a8d1-19e890d02316 · outbound

This paper cites Charnes and W.

Distributionally Robust Optimization: A Review Charnes and W

Reference 67

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source=pdf_text observed=2026-08-14T13:46:07.517980Z digest=sha256:d85d78f194f2736bce7823735f00813ef1bce480e084dd6b2f3570248e1f7760

Observation aa09ef07-3262-4220-9005-026d5a887d3c · outbound

This paper cites Charnes, W.

Distributionally Robust Optimization: A Review Charnes, W

Reference 68

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source=pdf_text observed=2026-08-14T13:46:07.521856Z digest=sha256:e633840c1c728313d67077e66e458cf4088df52213b738f6ed827c61884d401d

Observation e95a2fcc-3ee7-414b-a216-377022f58ad4 · outbound

This paper cites an unresolved cited work.

Distributionally Robust Optimization: A Review Unresolved cited work

Reference 69

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source=pdf_text observed=2026-08-14T13:46:07.526054Z digest=sha256:4d3a86c599af2c7b5d9dd7591f342ee20f9214b8917069e0d6264198300dd64b

Observation 9d4767d5-2d91-4449-b8e3-74b36d926859 · outbound

This paper cites Chen and I.

Distributionally Robust Optimization: A Review Chen and I

Reference 70

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source=pdf_text observed=2026-08-14T13:46:07.529438Z digest=sha256:f247265f5df3ca402efd473b76ff2d33b148efe5ab199d7ba5113f7ed25f3369

Observation c233d846-d45f-4e8d-ae0b-1c09de3508a6 · outbound

This paper cites Chen and M.

Distributionally Robust Optimization: A Review Chen and M

Reference 71

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source=pdf_text observed=2026-08-14T13:46:07.533178Z digest=sha256:c52cc9871971a60670a83960178cb0e017b6e10d3657803ea71f6c24748adb2a

Observation 4675f5d7-49d8-43c2-9b2b-01ea27ca7b07 · outbound

This paper cites an unresolved cited work.

Distributionally Robust Optimization: A Review Unresolved cited work

Reference 72

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source=pdf_text observed=2026-08-14T13:46:07.537583Z digest=sha256:54eb69f5f29031f8df00b0ac8ca4dbf89ea984cf6ad5dd9967eab5f9bc5703d7

Observation 8d54d2f0-94c2-4be3-89ee-d13b332972bb · outbound

This paper cites Charnes, W.

Distributionally Robust Optimization: A Review Charnes, W

Reference 73

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source=pdf_text observed=2026-08-14T13:46:07.509796Z digest=sha256:edf3d1429377e52b3016c86c9a1a3fccf49a153115f2c9ededbc241d3e3c6653

Observation 68b24ef9-a160-42ba-b095-316b2e92177d · outbound

This paper cites Charnes, W.

Distributionally Robust Optimization: A Review Charnes, W

Reference 74

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source=pdf_text observed=2026-08-14T13:46:07.513654Z digest=sha256:17edd3b8b24336ccbdc2204bc66916de619720ebf8c529ca0dbd24c1cbf04dfa

Observation 05693cba-ca05-4fd6-8800-09c793f1e872 · outbound

This paper cites an unresolved cited work.

Distributionally Robust Optimization: A Review Unresolved cited work

Reference 75

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source=pdf_text observed=2026-08-14T13:46:07.548192Z digest=sha256:6d71ae434e6709242128434d2ed618e4949fefc90cc9bd95f031f9959b161527

Observation 0d9f1352-e9fe-44ac-bb3b-9e7da6e7d5da · outbound

This paper cites Data-Driven Chance Constrained Programs over Wasserstein Balls.

Distributionally Robust Optimization: A Review Data-Driven Chance Constrained Programs over Wasserstein Balls

Reference 76

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source=pdf_text observed=2026-08-14T13:46:07.552153Z digest=sha256:35376020b719784fe1cd4a3f20635a2cd868c0a969df671d9b970f244dc4619c

Observation c160a0ad-7e48-44b5-84f2-a643e11c212c · outbound

This paper cites an unresolved cited work.

Distributionally Robust Optimization: A Review Unresolved cited work

Reference 77

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source=pdf_text observed=2026-08-14T13:46:07.556213Z digest=sha256:17bba86947e8861fd69941cc3409404190c101a24dfcf852d56fbfbe46847734

Observation 23b8620a-1262-4a71-92c9-0401b342c620 · outbound

This paper cites an unresolved cited work.

Distributionally Robust Optimization: A Review Unresolved cited work

Reference 78

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source=pdf_text observed=2026-08-14T13:46:07.561823Z digest=sha256:a790b62f2940f7f52c56068affd66353af11e3e346e4565977788e4095fa0f5a

Observation 1de4344c-e25b-454b-9cbb-a9e8e324a3f9 · outbound

This paper cites Cheng, R.

Distributionally Robust Optimization: A Review Cheng, R

Reference 79

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source=pdf_text observed=2026-08-14T13:46:07.566050Z digest=sha256:8d1229ee316adfc9a1f4e9845f1e8b05660597e5c58f80b7714c05bc5257fe1c

Observation cb25107d-58c6-4736-8680-77b14975f112 · outbound

This paper cites Delage , Distributionally robust optimization in context of data-driven problems , Ph.D.

Distributionally Robust Optimization: A Review Delage , Distributionally robust optimization in context of data-driven problems , Ph.D

Reference 80

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source=pdf_text observed=2026-08-14T13:46:07.570309Z digest=sha256:9ae240b2b4a0e2f6993ed1614afda9bed5bb30707475f32865097c4fb4d0fe30

Observation 9c9f7587-7071-49ed-a778-0b7b0d30e278 · outbound

This paper cites an unresolved cited work.

Distributionally Robust Optimization: A Review Unresolved cited work

Reference 81

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doi, observed 2026-08-14T13:46:08.429457Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-14T13:46:07.541187Z digest=sha256:543f69e1179039d3deca2d1e74e2330a00de8b36403b81080772571029d338ee

Observation 9bacb0bb-ad08-409f-a946-3f78ccfd14d4 · outbound

This paper cites an unresolved cited work.

Distributionally Robust Optimization: A Review Unresolved cited work

Reference 82

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source=pdf_text observed=2026-08-14T13:46:07.544722Z digest=sha256:6dd5c2b7d3ba8c40b90e4cffb2b903e3d5e58e882278514043e86d2d280e3fa7

Observation 15b024b2-3b04-4b4b-8ed9-92533332ad9a · outbound

This paper cites Dembo and O.

Distributionally Robust Optimization: A Review Dembo and O

Reference 83

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source=pdf_text observed=2026-08-14T13:46:07.582172Z digest=sha256:5120ddfcc4e676461c3a0329277fb27ad2ba9c6afe5ce2e667d08b2ba3734060

Observation 56483286-770f-4755-8c18-8dff7afa68a2 · outbound

This paper cites DeMiguel and F.

Distributionally Robust Optimization: A Review DeMiguel and F

Reference 84

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source=pdf_text observed=2026-08-14T13:46:07.586369Z digest=sha256:5075bce893402f0703e1c4c59c5f794fe9ee0e20e751b0ae1fc7a8c104192466

Observation 512be144-218d-46d8-a960-ef7031f9a244 · outbound

This paper cites Deng and S.

Distributionally Robust Optimization: A Review Deng and S

Reference 85

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Observation 63bd42d4-ce77-43d9-86f2-2945cf6d7500 · outbound

This paper cites Dentcheva, Optimization models with probabilistic constraints, in Probabilistic and Randomized Methods for Design under Uncertainty, G.

Distributionally Robust Optimization: A Review Dentcheva, Optimization models with probabilistic constraints, in Probabilistic and Randomized Methods for Design under Uncertainty, G

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Observation ce17d6af-c5d3-4226-89c2-463e5e5d0e0c · outbound

This paper cites Dentcheva and A.

Distributionally Robust Optimization: A Review Dentcheva and A

Reference 87

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Observation 43486acf-2e8a-4ba9-9b1f-9d7e29f7f741 · outbound

This paper cites Devroye and L.

Distributionally Robust Optimization: A Review Devroye and L

Reference 88

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Observation a86b4590-ac90-45a6-ad0d-5734489acd5f · outbound

This paper cites Delage and A.

Distributionally Robust Optimization: A Review Delage and A

Reference 89

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Observation 50e50f05-79ca-49ab-a1c8-2060ec8f4a53 · outbound

This paper cites Delage and Y.

Distributionally Robust Optimization: A Review Delage and Y

Reference 90

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source=pdf_text observed=2026-08-14T13:46:07.578495Z digest=sha256:138cf9bba48b5b1df52f067bff9bfb83938fa8de3ab853a96dd89f4613657772

Observation 587ff28f-9bf0-4f69-95b1-def33430ebba · outbound

This paper cites an unresolved cited work.

Distributionally Robust Optimization: A Review Unresolved cited work

Reference 91

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Observation e948ee67-a41a-42be-a775-dbc4b16ef064 · outbound

This paper cites Statistics of Robust Optimization: A Generalized Empirical Likelihood Approach.

Distributionally Robust Optimization: A Review Statistics of Robust Optimization: A Generalized Empirical Likelihood Approach

Reference 92

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source=pdf_text observed=2026-08-14T13:46:07.614426Z digest=sha256:4640e09d3da2b02c4d2277b629cc81c82269cb130b84509430fa770ef44a37ea

Observation 1db35e26-68ff-4403-b381-27957ae30eb8 · outbound

This paper cites an unresolved cited work.

Distributionally Robust Optimization: A Review Unresolved cited work

Reference 93

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source=pdf_text observed=2026-08-14T13:46:07.618438Z digest=sha256:b62cee638ec9871b695660f749091a6db47306c474f221d085955df89aeb8c11

Observation 93f7558e-ecc7-42c6-b849-4e976a9a3905 · outbound

This paper cites Dudley, The speed of mean Glivenko-Cantelli convergence , The Annals of Mathe- matical Statistics, 40 (1969), pp.

Distributionally Robust Optimization: A Review Dudley, The speed of mean Glivenko-Cantelli convergence , The Annals of Mathe- matical Statistics, 40 (1969), pp

Reference 94

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source=pdf_text observed=2026-08-14T13:46:07.622418Z digest=sha256:aeb024c6e4c65bac51f25a8699a109e84b46538b61c719fa9f32a61ac1893790

Observation 93c13e52-bb4a-446e-af4d-fb56461b3223 · outbound

This paper cites an unresolved cited work.

Distributionally Robust Optimization: A Review Unresolved cited work

Reference 95

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source=pdf_text observed=2026-08-14T13:46:07.626015Z digest=sha256:d87760ebfa67b377586da78d6c67d7e66c50f71b2c25421098f317b35c6a8edd

Observation 39faec35-d6c3-41ac-acd0-df3b37db3cc4 · outbound

This paper cites Dupaˇcov´a, Stability and sensitivity-analysis for stochastic programming , Ann Oper Res, 27 (1990), pp.

Distributionally Robust Optimization: A Review Dupaˇcov´a, Stability and sensitivity-analysis for stochastic programming , Ann Oper Res, 27 (1990), pp

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source=pdf_text observed=2026-08-14T13:46:07.629796Z digest=sha256:f6be29ddf3693bddeec0ed048ea5b74b298b11edf02fdde52e23c656c56cc8cc

Observation a4cb4f8b-14bf-4fee-b39b-919a60e9d28b · outbound

This paper cites Worst-Case Expected Shortfall with Univariate and Bivariate Marginals.

Distributionally Robust Optimization: A Review Worst-Case Expected Shortfall with Univariate and Bivariate Marginals

Reference 97

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source=pdf_text observed=2026-08-14T13:46:07.603288Z digest=sha256:d7f2a360bf3b99d58ba8af6c4c8802a24719663bcf0aae62d6cf07e058246c29

Observation 896f32e9-bd3d-4446-bfe0-88e2f500e3b4 · outbound

This paper cites Dharmadhikari and K.

Distributionally Robust Optimization: A Review Dharmadhikari and K

Reference 98

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Observation 14ad46b8-20d5-4fa8-9316-05e68925f854 · outbound

This paper cites El Ghaoui and H.

Distributionally Robust Optimization: A Review El Ghaoui and H

Reference 99

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Observation 9b56465f-989d-4fab-a625-4be63d1a619e · outbound

This paper cites El Ghaoui, F.

Distributionally Robust Optimization: A Review El Ghaoui, F

Reference 100

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source=pdf_text observed=2026-08-14T13:46:07.644550Z digest=sha256:7ae1d20c01a6279665ec291028c5f339d8cee40745d0b3d1b8df05345daf3793

Pith citing papers

Observation b8b19a14-7a96-44a1-bbc8-5f95090e70e7 · inbound

Target-based Distributionally Robust Minimum Spanning Tree Problem cites this paper.

Target-based Distributionally Robust Minimum Spanning Tree Problem Distributionally Robust Optimization: A Review

Reference 43

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arxiv_id, observed 2026-05-24T05:53:57.322088Z

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source=arxiv_source observed=2026-05-24T05:52:02.978656Z digest=sha256:c122dcd4d03abae7573a3cc188671683cc695c02b354b2bb7ab41b18d1b2b9f8

Observation 3eacf0ac-c516-4e5a-88a2-023408d2f3e3 · inbound

Minimizing Upper Confidence Bounds: A Data-Driven Framework for Stochastic Programming cites this paper.

Minimizing Upper Confidence Bounds: A Data-Driven Framework for Stochastic Programming Distributionally Robust Optimization: A Review

Reference 25

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source=arxiv_source observed=2026-05-24T02:53:11.318658Z digest=sha256:515a5f8ed4299a91f68650313c21f66a25473e96cb68b7b6c700c986ed495a8c

Observation 8370ecf0-345b-45d3-a46c-1554ab0623e6 · inbound

Near-Optimal Policy Identification in Robust Constrained Markov Decision Processes via Epigraph Form cites this paper.

Near-Optimal Policy Identification in Robust Constrained Markov Decision Processes via Epigraph Form Distributionally Robust Optimization: A Review

Reference 63

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source=arxiv_source observed=2026-05-23T21:58:56.180393Z digest=sha256:2ba1d4ee6081a6b781f455a955275089c50664a242c40c5add4506cba4cd5d5b

Observation 2dc87d40-b69d-4f65-81a8-d633fd2ea238 · inbound

Practical Performative Policy Learning with Strategic Agents cites this paper.

Practical Performative Policy Learning with Strategic Agents Distributionally Robust Optimization: A Review

Reference 2019

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source=pdf_text observed=2026-08-12T04:32:46.424813Z digest=sha256:d114d0124cccfce899386673117b21cb3bff90b073658d01de343f52aded2a85

Observation bf52306f-1704-4fc3-90fc-6a359015d18c · inbound

Toward Robust Neural Reconstruction from Sparse Point Sets cites this paper.

Toward Robust Neural Reconstruction from Sparse Point Sets Distributionally Robust Optimization: A Review

Reference 73

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source=pdf_text observed=2026-08-11T10:42:49.279885Z digest=sha256:6978e05c9c5f4422eb261ae26229ec5d093e78dc6a323fc4b9623b399232536d

Observation 27115055-0650-401b-8b73-b4023984fbb8 · inbound

Risk-Sensitive Orbital Debris Collision Avoidance using Distributionally Robust Chance Constraints cites this paper.

Risk-Sensitive Orbital Debris Collision Avoidance using Distributionally Robust Chance Constraints Distributionally Robust Optimization: A Review

Reference 15

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source=pdf_text observed=2026-08-11T05:40:50.891783Z digest=sha256:63bca81b69865b23d8f2cf5740a58174b64d5d832e4b649b08aa81bc038efbb9

Observation eed9af17-8d01-40eb-a39f-56e6794f4ee2 · inbound

Towards Fair Class-wise Robustness: Class Optimal Distribution Adversarial Training cites this paper.

Towards Fair Class-wise Robustness: Class Optimal Distribution Adversarial Training Distributionally Robust Optimization: A Review

Reference 21

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source=pdf_text observed=2026-08-10T21:36:57.934148Z digest=sha256:b39a0d318224d17276bf739de48de0dda2a849b9344d06cecb96da62f6a6bc36

Observation 2f3d97a2-c06b-48ed-8400-a053e36ee5ed · inbound

Accelerated Extragradient-Type Methods -- Part 2: Generalization and Sublinear Convergence Rates under Co-Hypomonotonicity cites this paper.

Accelerated Extragradient-Type Methods -- Part 2: Generalization and Sublinear Convergence Rates under Co-Hypomonotonicity Distributionally Robust Optimization: A Review

Reference 63

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source=pdf_text observed=2026-08-10T21:38:04.971284Z digest=sha256:1509bbbdbddab5aa1ac6a31f7ce7c5ecc714671637427f910cec2ea2b69f9b85

Observation b66a236d-a434-4aaa-b273-b205c7c4d3a3 · inbound

Data-Driven Distributionally Robust Optimization for Long-Term Contract vs. Spot Allocation Decisions: Application to Electricity Markets cites this paper.

Data-Driven Distributionally Robust Optimization for Long-Term Contract vs. Spot Allocation Decisions: Application to Electricity Markets Distributionally Robust Optimization: A Review

Reference 35

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source=arxiv_source observed=2026-08-10T14:31:25.704054Z digest=sha256:91500e9fa256e92d86ddae5e13f78e63592fd271a5b80fdfaa59bdf86c634bba

Observation c9dda294-b101-41b2-a972-45b5afee031e · inbound

Distributionally Robust Graph Out-of-Distribution Recommendation via Diffusion Model cites this paper.

Distributionally Robust Graph Out-of-Distribution Recommendation via Diffusion Model Distributionally Robust Optimization: A Review

Reference 22

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source=pdf_text observed=2026-08-10T14:16:56.869602Z digest=sha256:702df2749fb1a6131b840160ede5f1e42b91ae4128e0dd98c3df365c4f33d65b

Observation fd8b5108-0d5a-45d6-b043-80bd19a38a02 · inbound

U-aggregation: Unsupervised Aggregation of Multiple Learning Algorithms cites this paper.

U-aggregation: Unsupervised Aggregation of Multiple Learning Algorithms Distributionally Robust Optimization: A Review

Reference 47

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source=arxiv_source observed=2026-08-10T00:51:05.223174Z digest=sha256:e29d1568aaeb10bbae0a1b35e0d5bceeae1c02a5d31c34478ba85914f4f64d34

Observation 14a69883-fee2-4311-85fb-1c7e4a787142 · inbound

Learning Model Successors cites this paper.

Learning Model Successors Distributionally Robust Optimization: A Review

Reference 134

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source=pdf_text observed=2026-08-09T19:58:58.968756Z digest=sha256:7e6a96ffea4d92eccd183042fe1b463463124f9d989e06aa415d3d36a79d26df

Observation 389f5278-483d-4fcd-912e-f0d95db72d0c · inbound

Survey on Recent Progress of AI for Chemistry: Methods, Applications, and Opportunities cites this paper.

Survey on Recent Progress of AI for Chemistry: Methods, Applications, and Opportunities Distributionally Robust Optimization: A Review

Reference 2022

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source=pdf_text observed=2026-08-08T17:29:52.946947Z digest=sha256:89384a97fdf7c256a967ef7bbac1b9c2cd57587a35da0f44f73c9ad44a626c88

Observation 174a8ecc-bc89-4351-bbb0-53e11e86f7c2 · inbound

Variance-Reduced Fast Operator Splitting Methods for Generalized Equations cites this paper.

Variance-Reduced Fast Operator Splitting Methods for Generalized Equations Distributionally Robust Optimization: A Review

Reference 96

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source=arxiv_source observed=2026-08-16T12:23:29.084886Z digest=sha256:861f48e1dc0f8c7432de1f4c76ce3e4cf9c1699f5ca4d4bd0869496db3dafeff

Observation 5b7dde4d-0b5b-42c0-bd20-c6a7e0a396f4 · inbound

Decision Making under Model Misspecification: DRO with Robust Bayesian Ambiguity Sets cites this paper.

Decision Making under Model Misspecification: DRO with Robust Bayesian Ambiguity Sets Distributionally Robust Optimization: A Review

Reference 36

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source=arxiv_source observed=2026-08-15T23:54:20.579224Z digest=sha256:a2eaa5caa50bb1fae24392f939ad21b946a5e87d9a8da68c78e5fd2d1e7c71f4

Observation ddba481d-1872-4c3d-8d0d-08a0d80b2ec0 · inbound

Distributionally Robust Deep Q-Learning cites this paper.

Distributionally Robust Deep Q-Learning Distributionally Robust Optimization: A Review

Reference 43

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source=pdf_text observed=2026-08-07T14:26:51.197695Z digest=sha256:c4f40803fca5249895d9f1a33b6419c5340de5616b040285042ad64c18c350ce

Observation 0794f599-a23d-4b00-8003-1454d5af38bc · inbound

A New Perspective On AI Safety Through Control Theory Methodologies cites this paper.

A New Perspective On AI Safety Through Control Theory Methodologies Distributionally Robust Optimization: A Review

Reference 92

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source=pdf_text observed=2026-08-06T21:38:26.226196Z digest=sha256:494cb9428a7d82acb4c63a2f15757e855e82f6ea30c63726d7975cdbd895e7cf

Observation cb39f8ef-774c-4d3f-9cb2-49ce5b06b397 · inbound

Distributionally Robust Shape and Topology Optimization cites this paper.

Distributionally Robust Shape and Topology Optimization Distributionally Robust Optimization: A Review

Reference 94

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source=pdf_text observed=2026-08-06T12:46:31.696216Z digest=sha256:3dfd44a040cea185ec5ee83f0e7a1a80086a277b5727baffa0a43fc0eb8a9f78

Observation 9e0d76ae-2c3e-4473-aa69-011dd0a96130 · inbound

Harmonizing SAA and DRO cites this paper.

Harmonizing SAA and DRO Distributionally Robust Optimization: A Review

Reference 32

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source=arxiv_source observed=2026-08-05T16:19:28.179747Z digest=sha256:81e299017c120a6b6e087aa617f6202a67737ca33baf4603d11065645d47d380

Observation 0a53f16f-7aff-4401-96d1-a5be8f7c6fe6 · inbound

$\mathcal{L}_1$-DRAC: Distributionally Robust Adaptive Control cites this paper.

$\mathcal{L}_1$-DRAC: Distributionally Robust Adaptive Control Distributionally Robust Optimization: A Review

Reference 75

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source=pdf_text observed=2026-08-15T16:37:59.089391Z digest=sha256:da09dfa0f396868349ab0e1ff81b8fc4f03e8856e4ed439c6114065ed76c9eea

Observation 5a9c13d7-3723-4a44-a682-682d7b56cb2f · inbound

Robust Competitive Ratio for Deterministic Monopoly Pricing cites this paper.

Robust Competitive Ratio for Deterministic Monopoly Pricing Distributionally Robust Optimization: A Review

Reference 32

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source=arxiv_source observed=2026-08-15T16:28:30.917548Z digest=sha256:137f5f16d9789e2f55afbc3320b1ddf59c7b7866728c0f5a81e60daf8b5dabde

Observation 093c0286-0882-459e-8b15-fe21ef591617 · inbound

Multi-Agent Inverse Reinforcement Learning for Identifying Pareto-Efficient Coordination -- A Distributionally Robust Approach cites this paper.

Multi-Agent Inverse Reinforcement Learning for Identifying Pareto-Efficient Coordination -- A Distributionally Robust Approach Distributionally Robust Optimization: A Review

Reference 10

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source=pdf_text observed=2026-08-04T20:08:06.335689Z digest=sha256:50b6915074c13eefe515d4c78f2955c4a4eb80d46a7a7c69a0d1f0b2fbec3048

Observation f6170264-a6b0-430b-b610-24181686f8b7 · inbound

Calibrating Decision Robustness via Inverse Conformal Risk Control cites this paper.

Calibrating Decision Robustness via Inverse Conformal Risk Control Distributionally Robust Optimization: A Review

Reference 30

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source=arxiv_source observed=2026-08-04T10:58:25.387151Z digest=sha256:240de557a082b06415e571ae459fee0e23997ca29f88bc9f94f2b7e57b668306

Observation b8e3d6e1-5e6d-48a8-92d4-f0968c334e29 · inbound

Assured autonomy: How operations research powers and orchestrates generative AI systems cites this paper.

Assured autonomy: How operations research powers and orchestrates generative AI systems Distributionally Robust Optimization: A Review

Reference 5

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arxiv_id, observed 2026-05-21T16:15:20.450062Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-21T16:15:14.893702Z digest=sha256:ae134795540aa9ee37f6bba672e94d89889e0f62891267723e37552d2d37648b

Observation f6fa7d71-6ba3-4732-a4be-74379d801690 · inbound

Breaking the Curse of Repulsion: Remoteness-Aware Control of Negative Off-Policy Updates cites this paper.

Breaking the Curse of Repulsion: Remoteness-Aware Control of Negative Off-Policy Updates Distributionally Robust Optimization: A Review

Reference 2010

Resolution
unresolved
no resolver link, observed 2026-08-03T01:15:34.132881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T01:15:34.132881Z digest=sha256:ca846b4011c0ea22621011da78aa74e749fd68d2b40994983d1933fd476a7109

Observation 000009b0-bc1a-474c-ba39-88eb11e7edf1 · inbound

Distributionally Robust Stochastic MPC under Disturbance-Affine Feedback Policies cites this paper.

Distributionally Robust Stochastic MPC under Disturbance-Affine Feedback Policies Distributionally Robust Optimization: A Review

Reference 32

Resolution
verified exact
arxiv_id, observed 2026-05-11T11:21:02.236831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-10T15:00:26.919884Z digest=sha256:094100f7c849da0e7747cc057fdc03bf0dbd69fc997b9c0108bc27c601cf690e

Observation c0b5ddad-f0fa-4c9f-bdd3-f0b51a327aff · inbound

A Data-embedded Solution Paradigm for Nonconvex Probable Event Constrained Optimization cites this paper.

A Data-embedded Solution Paradigm for Nonconvex Probable Event Constrained Optimization Distributionally Robust Optimization: A Review

Reference 2

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T12:56:03.800350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-10T02:38:23.811521Z digest=sha256:36e95bda039d37cd71456f64d799b0d7f1b191d5e482ea86e7ae75f3345bfb19

Observation 6a930d74-7c10-457a-95be-a580fd811cb0 · inbound

Nonsmooth Nonconvex-Concave Minimax Optimization: Convergence Criteria and Algorithms cites this paper.

Nonsmooth Nonconvex-Concave Minimax Optimization: Convergence Criteria and Algorithms Distributionally Robust Optimization: A Review

Reference 7

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verified exact
arxiv_id, observed 2026-05-11T14:31:04.802812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-09T21:45:05.692378Z digest=sha256:252801ed0b62b7bbd51b8e910d797b60db30df06c875e3e723e450de8eecb0b8

Observation 9e5ff2b3-94b8-4ec7-92a5-af822218d72a · inbound

Wasserstein Distributionally Robust Regret Optimization for Reinforcement Learning from Human Feedback cites this paper.

Wasserstein Distributionally Robust Regret Optimization for Reinforcement Learning from Human Feedback Distributionally Robust Optimization: A Review

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-05-11T14:46:47.732413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-09T21:03:53.045304Z digest=sha256:fdd311888f7ad1aeec283cdba9c951a675f6e319cb70a6e31550f1d0ecc2f158

Observation 47677b3b-bc2e-4af6-8aa3-2e57dd7e2974 · inbound

Taming the Curses of Multiagency in Robust Markov Games with Large State Space through Linear Function Approximation cites this paper.

Taming the Curses of Multiagency in Robust Markov Games with Large State Space through Linear Function Approximation Distributionally Robust Optimization: A Review

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-05-09T06:00:35.910115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-08T19:13:15.234351Z digest=sha256:cb6fcbdd50bb97b7e7842fcbc8de848a9bbfef73eb5716c5481ef0e2171043c3

Observation 8ca1467a-7c86-485d-bfb7-7c49b73ada3e · inbound

The Distributionally Robust Cyclic Inventory Routing Problem cites this paper.

The Distributionally Robust Cyclic Inventory Routing Problem Distributionally Robust Optimization: A Review

Reference 73

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T00:26:14.841039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-05-07T15:26:12.700922Z digest=sha256:1d234dc3e6993010849901cb2513381c277a7bd269dec9c1e571813e845394f3

Observation 4e9cf0bd-3f53-4761-9fbf-869294e03edc · inbound

The Distributionally Robust Cyclic Inventory Routing Problem cites this paper.

The Distributionally Robust Cyclic Inventory Routing Problem Distributionally Robust Optimization: A Review

Reference 70

Resolution
metadata mismatch
arxiv_id, observed 2026-05-09T06:10:38.449254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-05-08T18:51:49.261629Z digest=sha256:b3ffbc4ec407b3e74e970fba34524250fdd621f2571006399eeeb0b219c140b5

Observation a76f9367-c9f3-4edc-8993-2a30f104745f · inbound

Integrating Feature Correlation in Differential Privacy with Applications in DP-ERM cites this paper.

Integrating Feature Correlation in Differential Privacy with Applications in DP-ERM Distributionally Robust Optimization: A Review

Reference 38

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T10:41:31.667099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-05-07T03:43:34.520951Z digest=sha256:dcfcdfe91f068996cf1871d5d53ce1a7ccdbff7fbcdcc80e775c79a4ba50eb5f

Observation 225e43cc-76e1-4605-8526-4191fe94aed5 · inbound

Q-MMR: Off-Policy Evaluation via Recursive Reweighting and Moment Matching cites this paper.

Q-MMR: Off-Policy Evaluation via Recursive Reweighting and Moment Matching Distributionally Robust Optimization: A Review

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-05-11T19:06:11.349643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-08T12:35:27.111076Z digest=sha256:6fa35aae2255b59b5604542aa6b10cdf836854b42da8a193235165e231a73c85

Observation d6691b88-7b0e-44c7-b053-45c80ee6582c · inbound

Q-MMR: Off-Policy Evaluation via Recursive Reweighting and Moment Matching cites this paper.

Q-MMR: Off-Policy Evaluation via Recursive Reweighting and Moment Matching Distributionally Robust Optimization: A Review

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-05-11T04:05:56.916451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-11T01:57:26.711706Z digest=sha256:3ebaf09e0915992ac388a7baa6087c730f55af3aafd4944f1e093f7bc04749f2

Observation 5cf670db-20b6-4d19-8bee-d1517b5aef7a · inbound

Interactive Trajectory Planning with Learning-based Distributionally Robust Model Predictive Control and Markov Systems cites this paper.

Interactive Trajectory Planning with Learning-based Distributionally Robust Model Predictive Control and Markov Systems Distributionally Robust Optimization: A Review

Reference 17

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T02:50:55.732573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-05-11T02:49:25.908357Z digest=sha256:a4d56074d30edbf31cd9148af8dcf28c9a33d2b982adb5775d7af837c2f00c92

Observation 898bfddf-5c62-4e88-b7f6-a9fc038e30e9 · inbound

Reasoning Is Not Free: Robust Adaptive Cost-Efficient Routing for LLM-as-a-Judge cites this paper.

Reasoning Is Not Free: Robust Adaptive Cost-Efficient Routing for LLM-as-a-Judge Distributionally Robust Optimization: A Review

Reference 21

Resolution
verified exact
arxiv_id, observed 2026-05-12T06:26:23.837872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-12T04:19:00.238602Z digest=sha256:3c6672dbbba8c36e3996c85fe93f64d024ce6f7faeefd42b49a3d09e067d1f01

Observation 8e6a05d0-c86c-4696-8e32-59a9975edf69 · inbound

Distributionally Robust Safety Under Arbitrary Uncertainties: A Safety Filtering Approach cites this paper.

Distributionally Robust Safety Under Arbitrary Uncertainties: A Safety Filtering Approach Distributionally Robust Optimization: A Review

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-05-14T18:42:37.258808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-14T18:39:45.937378Z digest=sha256:e255639a8c8e28427673fb77d6efc473af7b6dd04bff56d163a14d3b16a1cb77

Observation bdc4f340-b961-47c1-bcdc-44f8f3fc2696 · inbound

Distributionally Robust Safety Under Arbitrary Uncertainties: A Safety Filtering Approach cites this paper.

Distributionally Robust Safety Under Arbitrary Uncertainties: A Safety Filtering Approach Distributionally Robust Optimization: A Review

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-05-20T22:09:07.361148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-20T22:07:31.198049Z digest=sha256:9b658a1d700706304e981b06d386ed8a2ce8f02cfab6f22a7aa4ef8d702167f9

Observation d448de63-08fe-4236-a667-fb55f94e78e1 · inbound

Ready from Day 1: Population-Aware Coordination for Large-Scale Constrained Multi-Agent Systems cites this paper.

Ready from Day 1: Population-Aware Coordination for Large-Scale Constrained Multi-Agent Systems Distributionally Robust Optimization: A Review

Reference 30

Resolution
verified exact
arxiv_id, observed 2026-05-15T05:05:02.411507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-15T05:01:36.424451Z digest=sha256:7bffbc9382be67c0e7b05406c6a2e2dbbcac5a76f8f07e4ce603d8d3e0ce20f6

Observation 7f13bb26-185c-404b-be53-fc7652924ca4 · inbound

Ready from Day 1: Population-Aware Coordination for Large-Scale Constrained Multi-Agent Systems cites this paper.

Ready from Day 1: Population-Aware Coordination for Large-Scale Constrained Multi-Agent Systems Distributionally Robust Optimization: A Review

Reference 30

Resolution
verified exact
arxiv_id, observed 2026-05-20T21:43:45.381136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-20T21:42:50.864341Z digest=sha256:9ab16ca9d4e3b7714601d0c7c801c7ee22e2749c220037876fce808b232c05ad

Observation b38a666d-e31f-4639-bcf4-511b29815fef · inbound

Regret Equals Covariance: A Closed-Form Characterization for Stochastic Optimization cites this paper.

Regret Equals Covariance: A Closed-Form Characterization for Stochastic Optimization Distributionally Robust Optimization: A Review

Reference 20

Resolution
metadata mismatch
arxiv_id, observed 2026-05-15T02:39:41.698543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-15T02:34:19.803167Z digest=sha256:1356d2307eb67c5828384e4e9445cff3757af7f5dade4f635e840489f941c978

Observation 80037d13-736b-4be6-a9d4-2df8ce412396 · inbound

Safety-Constrained Reinforcement Learning with Post-Training Reachability Verification for Robot Navigation cites this paper.

Safety-Constrained Reinforcement Learning with Post-Training Reachability Verification for Robot Navigation Distributionally Robust Optimization: A Review

Reference 20

Resolution
verified exact
arxiv_id, observed 2026-05-15T04:55:03.690287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-15T04:52:48.491036Z digest=sha256:45a4a62158641f0d39bb7164af766377aabdc18030e5ca8c23f87a6e7be9f535

Observation d0d5db55-c10d-4704-9bbb-45e0cbec5b84 · inbound

Distributionally Robust Set Representation Learning Under Inference-Time Element Corruption cites this paper.

Distributionally Robust Set Representation Learning Under Inference-Time Element Corruption Distributionally Robust Optimization: A Review

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-06-29T09:03:15.657731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-06-29T09:01:30.275840Z digest=sha256:94d5dbe2f53a1fdbd4b1ca0edc4dd81fe74b740a61507540b17ce4892c4c4675

Observation 59a9a82a-2f2d-415b-8521-e1b0ba1a812a · inbound

Trustworthy Recommendation in the Era of Large Language Models: Opportunities and Challenges cites this paper.

Trustworthy Recommendation in the Era of Large Language Models: Opportunities and Challenges Distributionally Robust Optimization: A Review

Reference 188

Resolution
verified exact
arxiv_id, observed 2026-06-28T18:42:29.373057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-06-28T18:41:06.636352Z digest=sha256:798e8044d3350f30cca7c91bfda27fe7015b8e7205c1b2f23ddd253d713cb09a

Observation ab51eaf7-ff8b-4cc7-a60e-a4fb2491a6f1 · inbound

Conformal Risk-Averse Decision Making with Action Conditional Guarantee cites this paper.

Conformal Risk-Averse Decision Making with Action Conditional Guarantee Distributionally Robust Optimization: A Review

Reference 29

Resolution
metadata mismatch
arxiv_id, observed 2026-07-02T15:27:05.485920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-06-27T23:52:15.568143Z digest=sha256:b0449f75819c2e7149f63aff9184ec13322b23a504900f36ed34a70f611ac42d

Observation 2947992f-40a9-4b04-8d70-8fbd36ae1b67 · inbound

Conformal Risk Sharing: Certified Cost Allocation with Participation Guarantees cites this paper.

Conformal Risk Sharing: Certified Cost Allocation with Participation Guarantees Distributionally Robust Optimization: A Review

Reference 7

Resolution
verified exact
arxiv_id, observed 2026-07-02T15:57:06.967753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-06-27T23:13:54.213785Z digest=sha256:d8e29283da652685cf680240b0443604b322e096f3a84f9dd9a12798bc24e883

Observation 025fc59a-1bd1-453e-9537-b4d213fdeff5 · inbound

Navigating the Safety-Fidelity Trade-off: Massive-Variate Time Series Forecasting for Power Systems via Probabilistic Scenarios cites this paper.

Navigating the Safety-Fidelity Trade-off: Massive-Variate Time Series Forecasting for Power Systems via Probabilistic Scenarios Distributionally Robust Optimization: A Review

Reference 31

Resolution
verified exact
arxiv_id, observed 2026-07-03T14:08:21.587088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-06-27T07:16:26.052149Z digest=sha256:e14c926a8150b946dbd2ef0dfb4e18f4750c23e8d29dbeb86e4e893da9a1b09a

Observation 2e9e4e1b-d3dd-4b37-bd4b-3e4867d75dd3 · inbound

A Primal Perspective on Distributionally Robust Optimization: An Investigation on Modeling and Solution Strategies cites this paper.

A Primal Perspective on Distributionally Robust Optimization: An Investigation on Modeling and Solution Strategies Distributionally Robust Optimization: A Review

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-15T14:50:25.489393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T14:50:25.489393Z digest=sha256:f282c5914c4ece44111557855c378d58f673e7a31ea184894e4ef9479831178f

Observation 1fd2fac0-ba16-429b-aad4-5d1ca99d20bc · inbound

Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions cites this paper.

Robust Average-Reward Markov Decision Processes: Minimax-Optimal Learning via Plug-in Reductions Distributionally Robust Optimization: A Review

Reference 80

Resolution
unresolved
no resolver link, observed 2026-08-15T14:39:15.574358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T14:39:15.574358Z digest=sha256:37f4dfb15bbc64f260ae7d597b6f9d6e0e55816c7375334776d863eaf02d73b3