Paper Citation Record · LEDGER

Locally Pareto-Optimal Interpretations for Black-Box Machine Learning Models

As of 19 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2508.15220.

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

pith.paper-citation-record.v1
2508.15220 v1

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T18:10:35.182561Z

measured 39 of 39 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 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

39 of 39 outbound references displayed

verified exact8
verified fuzzy11
unresolved16
parse uncertain0
malformed identifier1
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 51fefd4d-e5bc-44ed-a073-edafaeaeafc5 · outbound

This paper cites UCI Machine Learning Repository (2017), DOI: https://doi.org/10.3886/ICPSR37305.v1.

Locally Pareto-Optimal Interpretations for Black-Box Machine Learning Models UCI Machine Learning Repository (2017), DOI: https://doi.org/10.3886/ICPSR37305.v1

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T18:10:31.600229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 214a87c2-a0a5-4e14-89bd-77e7aeb163cd · outbound

This paper cites UCI Machine Learning Repository (2020), DOI: https://doi.org/10.24432/C5VG8H.

Locally Pareto-Optimal Interpretations for Black-Box Machine Learning Models UCI Machine Learning Repository (2020), DOI: https://doi.org/10.24432/C5VG8H

Reference 2

Resolution: verified exact; doi, observed 2026-08-05T18:10:36.256741Z

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.

Observation 981bfb40-4529-4edb-a288-58d68da312b3 · outbound

This paper cites UCI Machine Learning Repository (2020), DOI: https://doi.org/10.24432/C5Z89R.

Locally Pareto-Optimal Interpretations for Black-Box Machine Learning Models UCI Machine Learning Repository (2020), DOI: https://doi.org/10.24432/C5Z89R

Reference 3

Resolution: verified exact; doi, observed 2026-08-05T18:10:36.152564Z

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.

Observation ed124751-9deb-4a78-8b5e-c830cab9fa41 · outbound

This paper cites IEEE Access 6, 52138–52160 (2018).

Locally Pareto-Optimal Interpretations for Black-Box Machine Learning Models IEEE Access 6, 52138–52160 (2018)

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T18:10:31.890060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 276ff773-4370-43e6-9d63-fe10687aa963 · outbound

This paper cites UCI Machine Learning Repository (1991), DOI: https://doi.org/10.24432/C5688J.

Locally Pareto-Optimal Interpretations for Black-Box Machine Learning Models UCI Machine Learning Repository (1991), DOI: https://doi.org/10.24432/C5688J

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T18:10:31.981385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51854de3-0a47-44be-a65a-e2ccc77b31cc · outbound

This paper cites UCI Machine Learning Repository (1989), DOI: https://doi.org/10.24432/C52P4X.

Locally Pareto-Optimal Interpretations for Black-Box Machine Learning Models UCI Machine Learning Repository (1989), DOI: https://doi.org/10.24432/C52P4X

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T18:10:32.094999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81dc51e6-42cb-4ea9-be32-4088c52d9a3d · outbound

This paper cites In: Heule, M., Iser, M., Järvisalo, M., Suda, M.

Locally Pareto-Optimal Interpretations for Black-Box Machine Learning Models In: Heule, M., Iser, M., Järvisalo, M., Suda, M

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:10:36.876618Z

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.

Observation b6ea7bba-bc94-4bc3-9804-07ecce517ef5 · outbound

This paper cites UCI Machine Learning Repository (1988), DOI: https://doi.org/10.24432/C5JP48.

Locally Pareto-Optimal Interpretations for Black-Box Machine Learning Models UCI Machine Learning Repository (1988), DOI: https://doi.org/10.24432/C5JP48

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T18:10:32.301624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6d60c2c-dc56-4fc5-b6cb-5bed877c35d3 · outbound

This paper cites IEEE Trans.

Locally Pareto-Optimal Interpretations for Black-Box Machine Learning Models IEEE Trans

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:10:36.859966Z

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.

Observation dbfed602-562f-4d55-88e9-0eed94c4a448 · outbound

This paper cites Joint Explainability-Performance Optimization With Surrogate Models for AI-Driven Edge Services.

Locally Pareto-Optimal Interpretations for Black-Box Machine Learning Models Joint Explainability-Performance Optimization With Surrogate Models for AI-Driven Edge Services

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-08-05T18:10:36.531864Z

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.

Observation 6d4eb5b3-8462-495d-b44b-73aafb63aa50 · outbound

This paper cites Pareto Monte Carlo Tree Search for Multi-Objective Informative Planning.

Locally Pareto-Optimal Interpretations for Black-Box Machine Learning Models Pareto Monte Carlo Tree Search for Multi-Objective Informative Planning

Reference 11

Resolution: metadata mismatch; local_arxiv, observed 2026-08-05T18:10:36.508492Z

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.

Observation 0a08dbc8-8149-49b7-9a30-cff072fcc1c4 · outbound

This paper cites In: Touretzky, D.S., Mozer, M., Hasselmo, M.E.

Locally Pareto-Optimal Interpretations for Black-Box Machine Learning Models In: Touretzky, D.S., Mozer, M., Hasselmo, M.E

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:10:36.841111Z

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.

Observation b061eb1c-5438-4650-817f-bbc2f1aa9cf8 · outbound

This paper cites In: CAV (1).

Locally Pareto-Optimal Interpretations for Black-Box Machine Learning Models In: CAV (1)

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:10:36.820672Z

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.

Observation f92d5e13-1b48-4f2e-b883-2ced173aca16 · outbound

This paper cites In: ICML.

Locally Pareto-Optimal Interpretations for Black-Box Machine Learning Models In: ICML

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:10:36.804837Z

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.

Observation 72ecda1c-dd1f-4cf9-9c8e-c7cdee674361 · outbound

This paper cites Local Rule-Based Explanations of Black Box Decision Systems.

Locally Pareto-Optimal Interpretations for Black-Box Machine Learning Models Local Rule-Based Explanations of Black Box Decision Systems

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T18:10:32.990049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfa52947-2a6b-4c3d-ac4f-93a63d0add4b · outbound

This paper cites ACM Comput.

Locally Pareto-Optimal Interpretations for Black-Box Machine Learning Models ACM Comput

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T18:10:33.071812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95c7dff7-12d3-48c5-aa20-f90d6152d509 · outbound

This paper cites Addison-Wesley (1979).

Locally Pareto-Optimal Interpretations for Black-Box Machine Learning Models Addison-Wesley (1979)

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-05T18:10:33.196026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5bd8d002-81ef-4e40-bac2-c69d72f66dc5 · outbound

This paper cites In: Proceedings of the IEEE Congress on Evolution- ary Computation, CEC 2013, Cancun, Mexico, June 20-23, 2013.

Locally Pareto-Optimal Interpretations for Black-Box Machine Learning Models In: Proceedings of the IEEE Congress on Evolution- ary Computation, CEC 2013, Cancun, Mexico, June 20-23, 2013

Reference 18

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T18:10:36.467017Z

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.

Observation 876aa7ee-d376-46ed-9c4b-995d14b3f591 · outbound

This paper cites Pattern Recognit.

Locally Pareto-Optimal Interpretations for Black-Box Machine Learning Models Pattern Recognit

Reference 19

Resolution: verified exact; doi, observed 2026-08-05T18:10:35.991438Z

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.

Observation 420065ef-22af-489e-b343-b727a05dd1ae · outbound

This paper cites In: Binnig, C., Hellerstein, J.M., Parameswaran, A.G.

Locally Pareto-Optimal Interpretations for Black-Box Machine Learning Models In: Binnig, C., Hellerstein, J.M., Parameswaran, A.G

Reference 20

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T18:10:36.365186Z

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.

Observation ffec3628-5a25-4a3d-b07e-c56580339dba · outbound

This paper cites an unresolved cited work.

Locally Pareto-Optimal Interpretations for Black-Box Machine Learning Models Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:10:36.779223Z

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.

Observation 67f8027c-a6ba-4f2c-83fc-554d09b52a52 · outbound

This paper cites In: Guyon, I., von Luxburg, U., Bengio, S., Wallach, H.M., Fer- gus, R., Vishwanathan, S.V.N., Garnett, R.

Locally Pareto-Optimal Interpretations for Black-Box Machine Learning Models In: Guyon, I., von Luxburg, U., Bengio, S., Wallach, H.M., Fer- gus, R., Vishwanathan, S.V.N., Garnett, R

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:10:36.764492Z

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.

Observation 567f3fac-9cd7-46a6-b5d0-ea26f01f853e · outbound

This paper cites an unresolved cited work.

Locally Pareto-Optimal Interpretations for Black-Box Machine Learning Models Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:10:36.749787Z

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.

Observation 0c076c38-1e6a-4bef-a87d-c6b4c77025e2 · outbound

This paper cites UCI Machine Learning Repository (1996), DOI: https://doi.org/10.24432/C5388M.

Locally Pareto-Optimal Interpretations for Black-Box Machine Learning Models UCI Machine Learning Repository (1996), DOI: https://doi.org/10.24432/C5388M

Reference 24

Resolution: verified exact; doi, observed 2026-08-05T18:10:35.817175Z

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.

Observation bfbf06ed-0ba8-4d34-b71f-619cab21350f · outbound

This paper cites UCI Machine Learning Repository (1991), DOI: https://doi.org/10.24432/C5KG68.

Locally Pareto-Optimal Interpretations for Black-Box Machine Learning Models UCI Machine Learning Repository (1991), DOI: https://doi.org/10.24432/C5KG68

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-05T18:10:33.930030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca8c55cb-110b-4a1e-a265-a341662ac3c6 · outbound

This paper cites UCI Machine Learning Repository (1987), DOI: https://doi.org/10.24432/C5FS30.

Locally Pareto-Optimal Interpretations for Black-Box Machine Learning Models UCI Machine Learning Repository (1987), DOI: https://doi.org/10.24432/C5FS30

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-05T18:10:34.035508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03a853ea-829d-4b66-ba1a-e03f000b2194 · outbound

This paper cites why should I trust you?.

Locally Pareto-Optimal Interpretations for Black-Box Machine Learning Models why should I trust you?

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-05T18:10:34.114230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 381bddab-7f11-4f57-a985-702af226d162 · outbound

This paper cites In: McIlraith, S.A., Weinberger, K.Q.

Locally Pareto-Optimal Interpretations for Black-Box Machine Learning Models In: McIlraith, S.A., Weinberger, K.Q

Reference 29

Resolution: verified exact; doi, observed 2026-08-05T18:10:35.643105Z

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.

Observation 014f6a4c-ccf6-4ecd-80d5-b286f07e2e5a · outbound

This paper cites Cambridge University Press (2014) 22 A.

Locally Pareto-Optimal Interpretations for Black-Box Machine Learning Models Cambridge University Press (2014) 22 A

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:10:36.735318Z

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.

Observation 42f36524-b174-43b4-899b-b88f21cd3a6e · outbound

This paper cites UCI Machine Learning Repository (1976), DOI: https://doi.org/10.24432/C5488X.

Locally Pareto-Optimal Interpretations for Black-Box Machine Learning Models UCI Machine Learning Repository (1976), DOI: https://doi.org/10.24432/C5488X

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-05T18:10:34.440944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation caa40c35-9e88-4bf7-9f9a-68b9755f38da · outbound

This paper cites an unresolved cited work.

Locally Pareto-Optimal Interpretations for Black-Box Machine Learning Models Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:10:36.720967Z

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.

Observation 370cf151-c6e8-40f5-bf0d-556049eb7b16 · outbound

This paper cites In: Feng, L., Fisman, D.

Locally Pareto-Optimal Interpretations for Black-Box Machine Learning Models In: Feng, L., Fisman, D

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:10:36.705312Z

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.

Observation 2e2005a7-5013-4bfd-8d1b-7d4c6f05c20d · outbound

This paper cites In: FMCAD.

Locally Pareto-Optimal Interpretations for Black-Box Machine Learning Models In: FMCAD

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:10:36.689328Z

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.

Observation 4eec1e5a-b979-4e01-82fd-e02f3a90608b · outbound

This paper cites In: ACML.

Locally Pareto-Optimal Interpretations for Black-Box Machine Learning Models In: ACML

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:10:36.674603Z

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.

Observation be60cbee-0419-4d72-ad83-d9d6f49888bc · outbound

This paper cites In: Simonis, H.

Locally Pareto-Optimal Interpretations for Black-Box Machine Learning Models In: Simonis, H

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T18:10:36.658954Z

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.

Observation c535c71e-2d0b-431a-8382-637b425fd00a · outbound

This paper cites In: Williams, B., Chen, Y., Neville, J.

Locally Pareto-Optimal Interpretations for Black-Box Machine Learning Models In: Williams, B., Chen, Y., Neville, J

Reference 38

Resolution: malformed identifier; no resolver link, observed 2026-08-05T18:10:35.127272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1d8a39d-5afa-4f6c-901b-8247eca93792 · outbound

This paper cites an unresolved cited work.

Locally Pareto-Optimal Interpretations for Black-Box Machine Learning Models Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-05T18:10:36.643271Z

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.

Observation ab5c07e9-92dd-4cc6-8160-f933ac15ec9a · outbound

This paper cites an unresolved cited work.

Locally Pareto-Optimal Interpretations for Black-Box Machine Learning Models Unresolved cited work

Reference 330

Resolution: verified exact; doi, observed 2026-08-05T18:10:35.481861Z

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.

Observation 9ffdb8a5-6870-40b6-a7af-4b9b27eff291 · outbound

This paper cites an unresolved cited work.

Locally Pareto-Optimal Interpretations for Black-Box Machine Learning Models Unresolved cited work

Reference 970

Resolution: verified exact; doi, observed 2026-08-05T18:10:35.331629Z

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.

Pith citing papers

No inbound Pith citation observations are available.