Paper Citation Record · LEDGER

Coherent Local Explanations for Mathematical Optimization

As of 9 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 1 inbound Pith citation observation for arXiv:2502.04840.

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

pith.paper-citation-record.v1
2502.04840 v2

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T21:20:04.645099Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-27T17:55:29.514430Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T23:47:27.611368Z

Reference resolution

41 of 41 outbound references displayed

verified exact13
verified fuzzy9
unresolved17
parse uncertain0
malformed identifier1
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8b028d13-28ab-448a-801e-8a57df2fee66 · outbound

This paper cites Peeking Inside the Black-Box: A Survey on Explain- able Artificial Intelligence (XAI).

Coherent Local Explanations for Mathematical Optimization Peeking Inside the Black-Box: A Survey on Explain- able Artificial Intelligence (XAI)

Reference 1

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-08T21:20:05.766087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8fad06fe-8f03-456b-803c-aaf116f33e24 · outbound

This paper cites A Framework for Data-Driven Explainability in Mathematical Optimization.

Coherent Local Explanations for Mathematical Optimization A Framework for Data-Driven Explainability in Mathematical Optimization

Reference 2

Resolution: verified exact; doi, observed 2026-08-08T21:20:04.799313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 09195668-33f0-4bd3-a5f5-0827f67115e9 · outbound

This paper cites Machine learning for combinatorial optimization: a methodological tour d’horizon.

Coherent Local Explanations for Mathematical Optimization Machine learning for combinatorial optimization: a methodological tour d’horizon

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-08T21:20:04.490559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a30722a5-8472-4222-b4a0-3c5db5b38523 · outbound

This paper cites Introduction to linear optimization, volume 6.

Coherent Local Explanations for Mathematical Optimization Introduction to linear optimization, volume 6

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:20:05.943615Z

Source-reported events for the cited work

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Observation f2c132e7-f22f-405e-b721-3e98b0583b04 · outbound

This paper cites Benchmarking and survey of explanation methods for black box models.

Coherent Local Explanations for Mathematical Optimization Benchmarking and survey of explanation methods for black box models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-08T21:20:04.499045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4bd8a1f4-41a5-4968-915a-f8f9d02d477b · outbound

This paper cites Sensitivity analysis: A review of recent advances.

Coherent Local Explanations for Mathematical Optimization Sensitivity analysis: A review of recent advances

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:20:05.931135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 06bb4226-dcac-4193-be2d-c5f8980d48b4 · outbound

This paper cites Convex optimization.

Coherent Local Explanations for Mathematical Optimization Convex optimization

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-08T21:20:04.511947Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 526a0281-ba28-4180-b456-379a9b092d0e · outbound

This paper cites Subgradient methods.

Coherent Local Explanations for Mathematical Optimization Subgradient methods

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-08T21:20:04.515977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1acf3a90-2d09-4e3b-9951-186c863e24b5 · outbound

This paper cites Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey.

Coherent Local Explanations for Mathematical Optimization Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-08T21:20:04.519815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8faec45e-649b-475f-b476-4f94a75a836f · outbound

This paper cites Why model why? Assessing the strengths and limitations of LIME.

Coherent Local Explanations for Mathematical Optimization Why model why? Assessing the strengths and limitations of LIME

Reference 10

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 845da17b-ed5c-451e-a128-75b441280473 · outbound

This paper cites Explainable AI (XAI): Core Ideas, Techniques, and Solutions.

Coherent Local Explanations for Mathematical Optimization Explainable AI (XAI): Core Ideas, Techniques, and Solutions

Reference 11

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3e89a47-a68e-4fe7-a949-76ecf7d606e1 · outbound

This paper cites Explainable Data-Driven Optimization: From Context to Decision and Back Again.

Coherent Local Explanations for Mathematical Optimization Explainable Data-Driven Optimization: From Context to Decision and Back Again

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:20:05.902569Z

Source-reported events for the cited work

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Observation cb805b86-7449-4735-83bb-d1a0f1ff9655 · outbound

This paper cites Or-tools routing library.

Coherent Local Explanations for Mathematical Optimization Or-tools routing library

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:20:05.889707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9badc9de-09ca-4871-9190-63784557fd83 · outbound

This paper cites Shortest path algorithms.

Coherent Local Explanations for Mathematical Optimization Shortest path algorithms

Reference 14

Resolution: verified exact; doi, observed 2026-08-08T21:20:04.761471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5721a033-0e80-4f8c-b535-218623219910 · outbound

This paper cites A framework for inherently interpretable optimization models.

Coherent Local Explanations for Mathematical Optimization A framework for inherently interpretable optimization models

Reference 15

Resolution: verified exact; doi, observed 2026-08-08T21:20:04.748715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3c82ca4c-6bd9-4352-950d-2122dcd0d3d2 · outbound

This paper cites Counterfactual explanations and how to find them: literature review and benchmarking.

Coherent Local Explanations for Mathematical Optimization Counterfactual explanations and how to find them: literature review and benchmarking

Reference 16

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Source-reported events for the cited work

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Observation 91db2cfc-36a5-4a17-9df4-c49afba79263 · outbound

This paper cites Gurobi Optimizer Reference Manual, 2024.

Coherent Local Explanations for Mathematical Optimization Gurobi Optimizer Reference Manual, 2024

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-08T21:20:04.552600Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9339336-8616-4148-9217-43901655cbad · outbound

This paper cites A review on global sensitivity analysis methods.

Coherent Local Explanations for Mathematical Optimization A review on global sensitivity analysis methods

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:20:05.868454Z

Source-reported events for the cited work

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Observation fa192c11-c2c7-4e69-ae2e-e880c63e112a · outbound

This paper cites A note on the lifted Miller–Tucker–Zemlin subtour elimination constraints for the capacitated vehicle routing problem.

Coherent Local Explanations for Mathematical Optimization A note on the lifted Miller–Tucker–Zemlin subtour elimination constraints for the capacitated vehicle routing problem

Reference 19

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3a9dfc3d-38ec-4e3e-a2f7-e1ec5a561166 · outbound

This paper cites Christopher Beck.

Coherent Local Explanations for Mathematical Optimization Christopher Beck

Reference 20

Resolution: verified exact; doi, observed 2026-08-08T21:20:04.726864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 36377bfb-b816-4f09-89bf-4c847a31c82d · outbound

This paper cites Christopher Beck.

Coherent Local Explanations for Mathematical Optimization Christopher Beck

Reference 21

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a6d73250-b9c6-4abd-8fdd-10986e6adb2c · outbound

This paper cites Counterfactual Explanations for Linear Optimization.

Coherent Local Explanations for Mathematical Optimization Counterfactual Explanations for Linear Optimization

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-08-08T21:20:05.558808Z

Source-reported events for the cited work

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Observation 6a2a69fb-e80e-467a-9763-4465414d94a6 · outbound

This paper cites Explainable AI: A Review of Machine Learning Interpretability Methods.

Coherent Local Explanations for Mathematical Optimization Explainable AI: A Review of Machine Learning Interpretability Methods

Reference 23

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f06bc45-227c-4701-b111-dbdefd52576f · outbound

This paper cites A Unified Approach to Interpreting Model Predictions.

Coherent Local Explanations for Mathematical Optimization A Unified Approach to Interpreting Model Predictions

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-08T21:20:04.580761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5041840a-cbb0-4b97-9760-0f662e88cdda · outbound

This paper cites Xiang Wang, Y.

Coherent Local Explanations for Mathematical Optimization Xiang Wang, Y

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-08T21:20:04.584996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 507be2a4-668c-491b-b3eb-197a968794ae · outbound

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Coherent Local Explanations for Mathematical Optimization Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-08T21:20:05.843379Z

Source-reported events for the cited work

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Observation 230e31e7-7502-4b3b-a55f-334d778713f1 · outbound

This paper cites Operational research: methods and applications.

Coherent Local Explanations for Mathematical Optimization Operational research: methods and applications

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:20:05.829957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f881f38e-2221-4a5c-8490-336ad6d7b427 · outbound

This paper cites Where are the hard knapsack problems? Computers & Operations Research, 32(9):2271–2284, September 2005.

Coherent Local Explanations for Mathematical Optimization Where are the hard knapsack problems? Computers & Operations Research, 32(9):2271–2284, September 2005

Reference 28

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Source-reported events for the cited work

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Observation 8eae021b-9959-4b03-ac4a-efd180395e26 · outbound

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Coherent Local Explanations for Mathematical Optimization Unresolved cited work

Reference 29

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0ed03c23-04d8-4aba-ad92-db85f32cd092 · outbound

This paper cites Why Should I Trust You?.

Coherent Local Explanations for Mathematical Optimization Why Should I Trust You?

Reference 30

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-08T21:20:05.357700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0c689753-c112-409e-a10e-881fbcfc7746 · outbound

This paper cites Improving LIME Robustness with Smarter Locality Sampling.

Coherent Local Explanations for Mathematical Optimization Improving LIME Robustness with Smarter Locality Sampling

Reference 31

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Source-reported events for the cited work

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Observation 46291c07-7ca2-4dd0-9f2d-8ac9c8aeac43 · outbound

This paper cites Machine learning augmented branch and bound for mixed integer linear programming.

Coherent Local Explanations for Mathematical Optimization Machine learning augmented branch and bound for mixed integer linear programming

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:20:05.817407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d689d47a-4c4b-4630-8ba6-8000b54c2f50 · outbound

This paper cites ALIME: Autoencoder Based Approach for Local Interpretability.

Coherent Local Explanations for Mathematical Optimization ALIME: Autoencoder Based Approach for Local Interpretability

Reference 33

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Source-reported events for the cited work

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Observation 69423f90-2dc1-4bea-bb25-d6625cc76962 · outbound

This paper cites Lectures on parametric optimization: An introduction.

Coherent Local Explanations for Mathematical Optimization Lectures on parametric optimization: An introduction

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:20:05.804468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 842ac5ea-f71a-4623-83e8-9f57778bda91 · outbound

This paper cites Statistical stability indices for LIME: obtaining reliable explanations for Machine Learning models.

Coherent Local Explanations for Mathematical Optimization Statistical stability indices for LIME: obtaining reliable explanations for Machine Learning models

Reference 35

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-08T21:20:05.272266Z

Source-reported events for the cited work

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Observation 27bbca30-9f6c-4582-a87e-1539650063c1 · outbound

This paper cites an unresolved cited work.

Coherent Local Explanations for Mathematical Optimization Unresolved cited work

Reference 36

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7389e919-bfdd-4296-9bdf-647bd191edf2 · outbound

This paper cites Integer programming.

Coherent Local Explanations for Mathematical Optimization Integer programming

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T21:20:05.778892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation bbbf43a2-6ae9-46c6-90cc-41ec3874f354 · outbound

This paper cites Deterministic Local Interpretable Model- Agnostic Explanations for Stable Explainability.

Coherent Local Explanations for Mathematical Optimization Deterministic Local Interpretable Model- Agnostic Explanations for Stable Explainability

Reference 38

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Source-reported events for the cited work

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Observation dda2633b-c834-44b6-a592-2d8850b09635 · outbound

This paper cites "Why Should You Trust My Explanation?" Understanding Uncertainty in LIME Explanations.

Coherent Local Explanations for Mathematical Optimization "Why Should You Trust My Explanation?" Understanding Uncertainty in LIME Explanations

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-08T21:20:04.640994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3736b168-ab44-46a9-accb-e533cc5c02e8 · outbound

This paper cites S-LIME: Stabilized-LIME for Model Explanation.

Coherent Local Explanations for Mathematical Optimization S-LIME: Stabilized-LIME for Model Explanation

Reference 40

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-08T21:20:04.989135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6b4d5b43-cbd4-4bcf-bc37-f9a4371514fd · outbound

This paper cites URL https://www.sciencedirect.com/science/ article/pii/S0377221715005469.

Coherent Local Explanations for Mathematical Optimization URL https://www.sciencedirect.com/science/ article/pii/S0377221715005469

Reference 2217

Resolution: unresolved; no resolver link, observed 2026-08-08T21:20:04.507823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 87be81dd-575d-4389-ad25-04009aba1073 · inbound

Explainable Optimization: A Call for Interdisciplinary Action cites this paper.

Explainable Optimization: A Call for Interdisciplinary Action Coherent Local Explanations for Mathematical Optimization

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-07-02T23:47:27.612784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.