Paper Citation Record · LEDGER

SHAP scores fail pervasively even when Lipschitz succeeds

As of 19 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 1 inbound Pith citation observation for arXiv:2412.13866.

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

pith.paper-citation-record.v1
2412.13866 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T12:52:26.859607Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T09:16:13.169600Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-10T09:18:31.401883Z

Reference resolution

28 of 28 outbound references displayed

verified exact1
verified fuzzy9
unresolved17
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 83ac3751-c981-4c63-85fc-8f092af7c98d · outbound

This paper cites an unresolved cited work.

SHAP scores fail pervasively even when Lipschitz succeeds Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:52:27.222358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 150f1349-8e98-4d6b-ba02-b89d8694f0bc · outbound

This paper cites an unresolved cited work.

SHAP scores fail pervasively even when Lipschitz succeeds Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:52:27.207452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c2a1f1ad-4e73-4e83-85f3-52d280ff5658 · outbound

This paper cites Axiomatic Aggregations of Abductive Explanations.

SHAP scores fail pervasively even when Lipschitz succeeds Axiomatic Aggregations of Abductive Explanations

Reference 3

Resolution: metadata mismatch; local_arxiv, observed 2026-08-11T12:52:26.960898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8efab9c5-cb11-4039-ad15-bc91ee3ee527 · outbound

This paper cites Choose this speciﬁc n − 1-dimensional point v1..n −1 and extend it with vn = 1 , then κ0(v) = κ1(v) = 1 and κ(v) = 1.

SHAP scores fail pervasively even when Lipschitz succeeds Choose this speciﬁc n − 1-dimensional point v1..n −1 and extend it with vn = 1 , then κ0(v) = κ1(v) = 1 and κ(v) = 1

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:52:27.142190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ae6c3321-b887-46de-83f7-1df99b72ce91 · outbound

This paper cites an unresolved cited work.

SHAP scores fail pervasively even when Lipschitz succeeds Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:52:27.264538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 92b666a4-0bf8-4333-87c5-b4ae87c4bbe0 · outbound

This paper cites The Inadequacy of Shapley Values for Explainability.

SHAP scores fail pervasively even when Lipschitz succeeds The Inadequacy of Shapley Values for Explainability

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T12:52:26.731895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e17aa087-4781-4ea8-9326-f0f363a4ee1d · outbound

This paper cites From SHAP Scores to Feature Importance Scores.

SHAP scores fail pervasively even when Lipschitz succeeds From SHAP Scores to Feature Importance Scores

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T12:52:26.738727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1224d07e-9bba-4c44-be63-0386b3e44ff8 · outbound

This paper cites In AAAI, 6505–6513.

SHAP scores fail pervasively even when Lipschitz succeeds In AAAI, 6505–6513

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:52:27.252294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 19832920-9db7-4994-8258-0eb93769ba9b · outbound

This paper cites Anytime Approximate Formal Feature Attribution.

SHAP scores fail pervasively even when Lipschitz succeeds Anytime Approximate Formal Feature Attribution

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-08-11T12:52:26.905143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 90daaff9-3109-4fe9-a59b-3e57e585a15f · outbound

This paper cites Choose this speciﬁc m-dimensional point v1..m and extend it with vn = 1.

SHAP scores fail pervasively even when Lipschitz succeeds Choose this speciﬁc m-dimensional point v1..m and extend it with vn = 1

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:52:27.193882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 927ba804-33be-44f4-91e9-64b830ec1a96 · outbound

This paper cites (For simplicity, we assume that feature i corresponds to feature m + i for all i ∈ {1,.

SHAP scores fail pervasively even when Lipschitz succeeds (For simplicity, we assume that feature i corresponds to feature m + i for all i ∈ {1,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:52:27.180270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation eb3de7d9-04be-4a18-9882-347454a94de9 · outbound

This paper cites an unresolved cited work.

SHAP scores fail pervasively even when Lipschitz succeeds Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:52:27.166984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 71849965-6cfb-46fb-b8ec-c4d66ecfe18e · outbound

This paper cites an unresolved cited work.

SHAP scores fail pervasively even when Lipschitz succeeds Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:52:27.154790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d2d1464b-38f7-4b0b-88f8-2672371b8343 · outbound

This paper cites an unresolved cited work.

SHAP scores fail pervasively even when Lipschitz succeeds Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:52:27.129872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 288413b1-f7ed-4d08-8c04-c1ad7e875e12 · outbound

This paper cites an unresolved cited work.

SHAP scores fail pervasively even when Lipschitz succeeds Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:52:27.116552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 24ef2cc5-07e4-446f-a738-ae7ffa8d2f47 · outbound

This paper cites For example, κ1 can be the function ∑ m i=1 ¬xi = 1 , which predicts the point 11..m to 0 and all points around this point with a Hamming distance of 1 to 1.

SHAP scores fail pervasively even when Lipschitz succeeds For example, κ1 can be the function ∑ m i=1 ¬xi = 1 , which predicts the point 11..m to 0 and all points around this point with a Hamming distance of 1 to 1

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:52:27.102466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b8a724ad-c23d-458c-be93-53f5d2baab2d · outbound

This paper cites an unresolved cited work.

SHAP scores fail pervasively even when Lipschitz succeeds Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:52:27.088920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4a36bc69-da06-4b63-9182-6c68fb1a113d · outbound

This paper cites an unresolved cited work.

SHAP scores fail pervasively even when Lipschitz succeeds Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:52:27.074847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c1f94e14-8092-4cc4-bb98-e774b1ee6c3d · outbound

This paper cites an unresolved cited work.

SHAP scores fail pervasively even when Lipschitz succeeds Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:52:27.059858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f9a115bf-8d1a-4316-8c4e-49005c726551 · outbound

This paper cites , vm, 1) are identical.

SHAP scores fail pervasively even when Lipschitz succeeds , vm, 1) are identical

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:52:27.040955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 20db8674-caa7-4829-a06e-5f30c7bb471f · outbound

This paper cites an unresolved cited work.

SHAP scores fail pervasively even when Lipschitz succeeds Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:52:27.023803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9b2c5b0d-05f7-40c8-ba9b-31e326656173 · outbound

This paper cites an unresolved cited work.

SHAP scores fail pervasively even when Lipschitz succeeds Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:52:27.005557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8507148c-f840-4870-b150-4fbf0f48c7b4 · outbound

This paper cites an unresolved cited work.

SHAP scores fail pervasively even when Lipschitz succeeds Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:52:26.990960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f89ce10a-ccf4-43ce-a9de-3c1e781cdfc9 · outbound

This paper cites ρ3 (see Figure 2) is Lipschitz-continuous.

SHAP scores fail pervasively even when Lipschitz succeeds ρ3 (see Figure 2) is Lipschitz-continuous

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:52:26.974988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation da6561df-9639-40d6-a634-32734fa9fe6f · outbound

This paper cites tions for Classiﬁcation over Deterministic and Decompos- able Boolean Circuits.

SHAP scores fail pervasively even when Lipschitz succeeds tions for Classiﬁcation over Deterministic and Decompos- able Boolean Circuits

Reference 2021

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:52:27.305755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2dd68a8a-0638-4472-b323-4aede1c9f39f · outbound

This paper cites an unresolved cited work.

SHAP scores fail pervasively even when Lipschitz succeeds Unresolved cited work

Reference 2022

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:52:27.238670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b4066431-de8e-4d34-a482-9202b550264d · outbound

This paper cites an unresolved cited work.

SHAP scores fail pervasively even when Lipschitz succeeds Unresolved cited work

Reference 2023

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:52:27.291462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation cbf918b6-ccd2-4871-b6b9-0e7e1b68db5d · outbound

This paper cites In AAAI, 11096–11104.

SHAP scores fail pervasively even when Lipschitz succeeds In AAAI, 11096–11104

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:52:27.276933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

Observation af84acf0-8922-48be-9536-5034c89e27b1 · inbound

Towards Rigorous Explainability by Feature Attribution cites this paper.

Towards Rigorous Explainability by Feature Attribution SHAP scores fail pervasively even when Lipschitz succeeds

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-05-10T09:18:31.404551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.