Paper Citation Record · LEDGER

Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints

As of 8 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 2 inbound Pith citation observations for arXiv:2505.22881.

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

pith.paper-citation-record.v1
2505.22881 v1

Coverage vector

measured 53 of 53 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:09:45.259410Z

measured 55 of 55 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-26T18:45:38.291747Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T06:29:38.067847Z

Reference resolution

53 of 53 outbound references displayed

verified exact0
verified fuzzy22
unresolved31
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 73e63012-391e-499c-9057-59bda41c9b6f · outbound

This paper cites an unresolved cited work.

Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:09:57.725783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fa83de90-62c3-4ca2-8a4b-06de740944e4 · outbound

This paper cites and Kolter, J.

Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints and Kolter, J

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:09:57.433780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7e3cdb78-e70e-4269-a2c0-7b39bbe7bc9b · outbound

This paper cites A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification.

Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T13:09:38.568675Z

Source-reported events for the cited work

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Observation d34b653b-771d-4c33-a657-c71eda7fa7c8 · outbound

This paper cites and Rudin, C.

Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints and Rudin, C

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:09:57.107272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b3d1f029-6c1a-48c0-8730-90ddd29ea22f · outbound

This paper cites an unresolved cited work.

Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:09:56.862152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f9b2533b-ee01-4cc2-bb43-96ece4485f45 · outbound

This paper cites and Delage, E.

Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints and Delage, E

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:09:56.554916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7b4b2deb-ecb7-4918-b15d-cb1d359820bf · outbound

This paper cites and Kallus, N.

Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints and Kallus, N

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:09:56.229191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cba2865c-491b-4c42-b1a3-e24fe4f45a21 · outbound

This paper cites and Koduri, N.

Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints and Koduri, N

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:09:56.007569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 73e9fdaa-6780-4fb9-a2c3-a45b817d6fa2 · outbound

This paper cites and Van Parys, B.

Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints and Van Parys, B

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:09:55.646979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a98fc97f-5591-4052-a838-4cad1fba0ad0 · outbound

This paper cites an unresolved cited work.

Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:09:55.361090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 360252c2-1217-47a6-baf8-0929a8961761 · outbound

This paper cites an unresolved cited work.

Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:09:55.054410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7c15dc18-8497-4508-bd2c-248ae6f418db · outbound

This paper cites and Kwon, R.

Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints and Kwon, R

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:09:54.720142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 11cfbd52-30ff-4809-888e-6ae9a4786721 · outbound

This paper cites an unresolved cited work.

Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:09:54.476155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 52af0717-c57e-4e33-9a9f-4b83a7fecf7b · outbound

This paper cites R., Bandi, N., and Delage, E.

Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints R., Bandi, N., and Delage, E

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:09:54.186356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 703ee10b-d16a-447b-9641-11dd2d262cc2 · outbound

This paper cites an unresolved cited work.

Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:09:53.884560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 203c50e3-3971-439e-a350-796cd80f2773 · outbound

This paper cites and Sen, S.

Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints and Sen, S

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:09:53.564901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2842c82a-b850-4cd6-b236-157ecc507637 · outbound

This paper cites N., Grigas, P., and Tewari, A.

Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints N., Grigas, P., and Tewari, A

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:09:53.383802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cc131b66-bd12-4bdb-99b8-190693f0c71e · outbound

This paper cites predict, then optimize.

Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints predict, then optimize

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:09:53.143774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6e6cfd72-7fd4-4e96-b245-3a177383bac7 · outbound

This paper cites N., Liang, J.

Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints N., Liang, J

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:09:52.817706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4e32cf20-6a08-4ab6-afe6-a4f56c05db9f · outbound

This paper cites and Morales, J.

Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints and Morales, J

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:09:52.566024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6035d660-b1b6-4681-afba-5539133c0962 · outbound

This paper cites an unresolved cited work.

Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:09:52.008990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 17d17cbd-ade4-417c-a1c0-e157ce2d5d5e · outbound

This paper cites an unresolved cited work.

Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:09:51.880105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c2e5eb74-2e13-433a-9d87-0c6344bc3216 · outbound

This paper cites an unresolved cited work.

Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints Unresolved cited work

Reference 23

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Source-reported events for the cited work

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Observation 32a42174-3e78-499b-80a0-1af480e79df2 · outbound

This paper cites C., and Lee, J.

Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints C., and Lee, J

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:09:51.655321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bd3322d2-b19b-4d3d-a397-c08953d2eda2 · outbound

This paper cites an unresolved cited work.

Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:09:51.381288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7dc94d91-ed55-451d-8440-7d3d5005c748 · outbound

This paper cites an unresolved cited work.

Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:09:51.123643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2a08b4ce-f216-4007-aad9-f7461dd413d2 · outbound

This paper cites and Cox, B.

Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints and Cox, B

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:09:50.822423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 914b5ecb-b8a0-493a-8cfb-acfd92b9a74c · outbound

This paper cites and Mao, X.

Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints and Mao, X

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:09:50.561619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8c264885-284c-4fd8-b19a-f8dd9a5c1fd4 · outbound

This paper cites Heteroscedasticity-aware residuals-based contextual stochastic optimization.

Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints Heteroscedasticity-aware residuals-based contextual stochastic optimization

Reference 29

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Observation cd44eeaf-6d61-41fa-96af-b9aae0fdf061 · outbound

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Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:09:50.226131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 88814fc8-d46d-4318-a954-8e0a82c6e0ed · outbound

This paper cites an unresolved cited work.

Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:09:50.013563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a04354d5-0588-4c67-a1ef-116ff72a8b65 · outbound

This paper cites an unresolved cited work.

Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:09:49.718727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4ba9d2d1-ee2a-4cff-a1b9-4fa18e1b469a · outbound

This paper cites an unresolved cited work.

Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:09:49.444748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f48a3462-139a-4f21-8207-d959618cee36 · outbound

This paper cites G., Tang, Q., and Xiao, Y.

Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints G., Tang, Q., and Xiao, Y

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:09:49.203458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 63d9ae90-ed41-4dec-86fe-756af2597b5e · outbound

This paper cites an unresolved cited work.

Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:09:48.952350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 44d66c4a-0abc-45c5-8750-d153a4ccdb2a · outbound

This paper cites Differentiating Through Integer Linear Programs with Quadratic Regularization and Davis-Yin Splitting.

Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints Differentiating Through Integer Linear Programs with Quadratic Regularization and Davis-Yin Splitting

Reference 36

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Source-reported events for the cited work

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Observation 0afe842b-dd53-4315-9bf8-9ee22397ae92 · outbound

This paper cites an unresolved cited work.

Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:09:48.670769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bdb78f42-d888-45c9-9234-8a9dc33707cc · outbound

This paper cites A., Zhang, F., Wang, S., Blanchet, J., Delage, E., and Ye, Y.

Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints A., Zhang, F., Wang, S., Blanchet, J., Delage, E., and Ye, Y

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:09:48.273628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 98082609-888d-4060-8492-ee99a0d9f2da · outbound

This paper cites an unresolved cited work.

Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:09:47.993640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4419507d-121b-4ed0-98b2-4d7259866aa0 · outbound

This paper cites an unresolved cited work.

Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:09:47.704054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 78fd2235-30fe-4529-ac23-21df1361d4de · outbound

This paper cites V., and Tak \'a c , M.

Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints V., and Tak \'a c , M

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:09:47.514525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ba9e4ed5-2c93-4e60-a90a-5cd546779f28 · outbound

This paper cites an unresolved cited work.

Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints Unresolved cited work

Reference 42

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Source-reported events for the cited work

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Observation d01ca26d-e553-4831-a1ea-eee4de4c6119 · outbound

This paper cites P., Rayan, S., and Tewari, A.

Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints P., Rayan, S., and Tewari, A

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:09:47.266948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a67f7473-6147-49ee-9c83-10d3df7999cb · outbound

This paper cites and Pagnoncelli, B.

Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints and Pagnoncelli, B

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:09:46.964233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 79895073-fe4a-48e3-bf13-a1c6ed7d3581 · outbound

This paper cites an unresolved cited work.

Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints Unresolved cited work

Reference 45

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c3c1d2b-ffea-4b2f-84f5-c80fa57e4bb7 · outbound

This paper cites an unresolved cited work.

Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:09:46.666613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e564604d-e112-4d72-86ce-c3b9d7ae9f1a · outbound

This paper cites an unresolved cited work.

Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:09:46.452853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3067d1f4-64cb-4d18-8ef9-a91f77a28408 · outbound

This paper cites an unresolved cited work.

Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:09:46.213860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7051816a-85e7-4b78-bc57-44e01be95814 · outbound

This paper cites an unresolved cited work.

Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:09:46.014084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 438fa05a-8c7f-4ac3-aa49-a19b63ad7bc0 · outbound

This paper cites and Khalil, E.

Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints and Khalil, E

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:09:45.782960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d1eb1786-9beb-4f64-9683-5fe0391e0971 · outbound

This paper cites an unresolved cited work.

Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints Unresolved cited work

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T13:09:45.015924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20bf85fb-e695-4dd9-b28d-40d8f41bbdab · outbound

This paper cites an unresolved cited work.

Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-07T13:09:45.129360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8d424a8-026a-4169-aebd-9c268dff55ad · outbound

This paper cites an unresolved cited work.

Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints Unresolved cited work

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-07T13:09:45.259410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 63269ea8-9043-4ae6-8ebb-b969b150379b · inbound

A Solver-Free Training Method for Predict-then-Optimize cites this paper.

A Solver-Free Training Method for Predict-then-Optimize Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-07-04T02:59:25.317186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 554e5e10-da2b-4fce-b1cd-dde56d9fc5f9 · inbound

Decision-Focused Learning: When and Why Traditional Prediction Models Fail cites this paper.

Decision-Focused Learning: When and Why Traditional Prediction Models Fail Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-07-04T06:29:38.069219Z

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