Paper Citation Record · LEDGER

Learning Predictive Ambiguity Sets for Decision-Focused Distributionally Robust Optimization

As of 12 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2607.09820.

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

pith.paper-citation-record.v1
2607.09820 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-14T15:19:17.267890Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

25 of 25 outbound references displayed

verified exact0
verified fuzzy0
unresolved25
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c43568f2-979e-4223-8982-36f770b9df64 · outbound

This paper cites an unresolved cited work.

Learning Predictive Ambiguity Sets for Decision-Focused Distributionally Robust Optimization Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-14T15:19:17.267890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 249623b5-19a2-4b3e-bb42-5533169f7605 · outbound

This paper cites an unresolved cited work.

Learning Predictive Ambiguity Sets for Decision-Focused Distributionally Robust Optimization Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-14T15:19:17.267890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50f32aca-b05d-460c-a84f-e4c864e8957c · outbound

This paper cites an unresolved cited work.

Learning Predictive Ambiguity Sets for Decision-Focused Distributionally Robust Optimization Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-14T15:19:17.267890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dabad69e-59fd-4e14-abc8-f04e5319dbab · outbound

This paper cites B.; and Caramanis, C.

Learning Predictive Ambiguity Sets for Decision-Focused Distributionally Robust Optimization B.; and Caramanis, C

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-14T15:19:17.267890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bebb1328-5891-452e-8753-334f116640c1 · outbound

This paper cites an unresolved cited work.

Learning Predictive Ambiguity Sets for Decision-Focused Distributionally Robust Optimization Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-14T15:19:17.267890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e055e1a-85d9-4cb9-a476-5de40525b5bf · outbound

This paper cites an unresolved cited work.

Learning Predictive Ambiguity Sets for Decision-Focused Distributionally Robust Optimization Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-14T15:19:17.267890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 072c99cb-3e40-4b5d-b61a-9265e8772688 · outbound

This paper cites R.; and Delage, E.

Learning Predictive Ambiguity Sets for Decision-Focused Distributionally Robust Optimization R.; and Delage, E

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-14T15:19:17.267890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7a95462-0b0a-458c-b086-44c76b6c2abb · outbound

This paper cites an unresolved cited work.

Learning Predictive Ambiguity Sets for Decision-Focused Distributionally Robust Optimization Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-14T15:19:17.267890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13d70eed-3486-48e6-9148-03c1afe17b14 · outbound

This paper cites C.; and Namkoong, H.

Learning Predictive Ambiguity Sets for Decision-Focused Distributionally Robust Optimization C.; and Namkoong, H

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-14T15:19:17.267890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20b4a0f0-0db6-4faa-928a-193705701507 · outbound

This paper cites N.; and Grigas, P.

Learning Predictive Ambiguity Sets for Decision-Focused Distributionally Robust Optimization N.; and Grigas, P

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-14T15:19:17.267890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3bff79ee-bfc4-47e9-a58c-2df79da9262e · outbound

This paper cites an unresolved cited work.

Learning Predictive Ambiguity Sets for Decision-Focused Distributionally Robust Optimization Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-14T15:19:17.267890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce231001-49c1-4836-89f0-6a99985f34f3 · outbound

This paper cites an unresolved cited work.

Learning Predictive Ambiguity Sets for Decision-Focused Distributionally Robust Optimization Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-14T15:19:17.267890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7817f26a-d409-4e7c-9548-c12230d0428a · outbound

This paper cites an unresolved cited work.

Learning Predictive Ambiguity Sets for Decision-Focused Distributionally Robust Optimization Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-14T15:19:17.267890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2450b7d-f4e7-4d07-a074-a221265fd9c3 · outbound

This paper cites an unresolved cited work.

Learning Predictive Ambiguity Sets for Decision-Focused Distributionally Robust Optimization Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-14T15:19:17.267890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bdc05918-76c4-40a6-b64c-b3f79a3a3899 · outbound

This paper cites Wasserstein Distributionally Robust Optimization: Theory and Applications in Machine Learning.

Learning Predictive Ambiguity Sets for Decision-Focused Distributionally Robust Optimization Wasserstein Distributionally Robust Optimization: Theory and Applications in Machine Learning

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-14T15:19:17.267890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9dc23953-9c26-4939-87d5-ffa0585b3954 · outbound

This paper cites an unresolved cited work.

Learning Predictive Ambiguity Sets for Decision-Focused Distributionally Robust Optimization Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-14T15:19:17.267890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79c2f555-9a05-4cf7-a69f-b1e0b50cf105 · outbound

This paper cites an unresolved cited work.

Learning Predictive Ambiguity Sets for Decision-Focused Distributionally Robust Optimization Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-14T15:19:17.267890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37b2f577-7f33-415e-ac6c-b6103adf2bc1 · outbound

This paper cites T.; and Uryasev, S.

Learning Predictive Ambiguity Sets for Decision-Focused Distributionally Robust Optimization T.; and Uryasev, S

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-14T15:19:17.267890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de911b1c-5bf7-4d20-88a6-0e4085c1bb1e · outbound

This paper cites an unresolved cited work.

Learning Predictive Ambiguity Sets for Decision-Focused Distributionally Robust Optimization Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-14T15:19:17.267890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc1b33b2-14be-4349-987c-39e4ebaed452 · outbound

This paper cites an unresolved cited work.

Learning Predictive Ambiguity Sets for Decision-Focused Distributionally Robust Optimization Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-14T15:19:17.267890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6bbe5e2d-fd4d-4dba-86d9-ee0ba9cf040f · outbound

This paper cites an unresolved cited work.

Learning Predictive Ambiguity Sets for Decision-Focused Distributionally Robust Optimization Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-14T15:19:17.267890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a81542dd-b8a1-4c67-b71c-2860a6f4cc12 · outbound

This paper cites an unresolved cited work.

Learning Predictive Ambiguity Sets for Decision-Focused Distributionally Robust Optimization Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-14T15:19:17.267890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3aeb08fb-d0c8-4664-96ea-966c10d2ef1d · outbound

This paper cites N.; Kaiser, L.; and Polosukhin, I.

Learning Predictive Ambiguity Sets for Decision-Focused Distributionally Robust Optimization N.; Kaiser, L.; and Polosukhin, I

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-14T15:19:17.267890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 918407b2-c845-4ed8-8eff-c435b9899896 · outbound

This paper cites an unresolved cited work.

Learning Predictive Ambiguity Sets for Decision-Focused Distributionally Robust Optimization Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-14T15:19:17.267890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbe15ed5-5cd1-472a-880a-a96af6e0b4c1 · outbound

This paper cites an unresolved cited work.

Learning Predictive Ambiguity Sets for Decision-Focused Distributionally Robust Optimization Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-14T15:19:17.267890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.