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Paper Citation Record · LEDGER

Efficient Contrastive Explanations on Demand

As of 15 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2412.18262.

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

pith.paper-citation-record.v1
2412.18262 v1

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T05:00:12.672136Z

measured 51 of 51 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

51 of 51 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 72b7de1e-9e32-404e-909e-c1837bf9275f · outbound

This paper cites Fathers of the deep learning revolution receive ACM A.

Efficient Contrastive Explanations on Demand Fathers of the deep learning revolution receive ACM A

Reference 1

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Observation 7bb9e9e3-5c8d-4264-ae4e-62867853c054 · outbound

This paper cites British- C anadian AI expert G eoffrey H inton wins T uring award.

Efficient Contrastive Explanations on Demand British- C anadian AI expert G eoffrey H inton wins T uring award

Reference 2

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Observation 45326756-5ce1-40fd-b153-bc6469d6c618 · outbound

This paper cites 'godfather of ai' shares N obel physics prize.

Efficient Contrastive Explanations on Demand 'godfather of ai' shares N obel physics prize

Reference 3

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Observation dd2c2642-6595-4f40-aeaa-932965091102 · outbound

This paper cites Google D eep M ind boss wins N obel for proteins breakthrough.

Efficient Contrastive Explanations on Demand Google D eep M ind boss wins N obel for proteins breakthrough

Reference 4

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Source-reported events for the cited work

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Observation ce44f390-9e0e-4656-9b95-59a90fb964d4 · outbound

This paper cites Handbook of Satisfiability - Second Edition.

Efficient Contrastive Explanations on Demand Handbook of Satisfiability - Second Edition

Reference 5

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Observation 90a79142-7b33-4ed3-a56f-72589754fb30 · outbound

This paper cites Lobo, Vignesh Viswanathan, and Yair Zick.

Efficient Contrastive Explanations on Demand Lobo, Vignesh Viswanathan, and Yair Zick

Reference 6

Resolution
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Observation c9f51843-c65f-4f35-bb38-032a9759aefd · outbound

This paper cites Johnson, and Changliu Liu.

Efficient Contrastive Explanations on Demand Johnson, and Changliu Liu

Reference 7

Resolution
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Source-reported events for the cited work

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Observation 26205af7-9d54-49ab-bf1c-d01f2dab856e · outbound

This paper cites Logic for explainable AI.

Efficient Contrastive Explanations on Demand Logic for explainable AI

Reference 8

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Source-reported events for the cited work

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Observation 7cfc7403-58cb-495d-9dd3-3b412f079bbc · outbound

This paper cites The mnist database of handwritten digit images for machine learning research.

Efficient Contrastive Explanations on Demand The mnist database of handwritten digit images for machine learning research

Reference 9

Resolution
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Efficient Contrastive Explanations on Demand Unresolved cited work

Reference 10

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Observation 90e4c30b-048d-4570-a5fa-254362e39163 · outbound

This paper cites Gurobi Optimizer Reference Manual , 2023.

Efficient Contrastive Explanations on Demand Gurobi Optimizer Reference Manual , 2023

Reference 11

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Observation e6cd2cf0-1cc7-4224-912d-8c4b3a141250 · outbound

This paper cites Extracting MUCs from constraint networks.

Efficient Contrastive Explanations on Demand Extracting MUCs from constraint networks

Reference 12

Resolution
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Observation 8bef6a9e-1d9b-474f-8df4-d3a264ed3d64 · outbound

This paper cites Horn and Charles R.

Efficient Contrastive Explanations on Demand Horn and Charles R

Reference 13

Resolution
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Source-reported events for the cited work

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Observation 41d9360b-9b97-4f15-a1d4-8a1809b8a55b · outbound

This paper cites From decision trees to explained decision sets.

Efficient Contrastive Explanations on Demand From decision trees to explained decision sets

Reference 14

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Source-reported events for the cited work

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Observation d08e2555-0aac-4515-973c-48df0e7c2e08 · outbound

This paper cites From Robustness to Explainability and Back Again.

Efficient Contrastive Explanations on Demand From Robustness to Explainability and Back Again

Reference 15

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Source-reported events for the cited work

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Observation 94d94279-96f5-4049-8de3-f933e81e761c · outbound

This paper cites On efficiently explaining graph-based classifiers.

Efficient Contrastive Explanations on Demand On efficiently explaining graph-based classifiers

Reference 16

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Observation 8086fe39-f08f-4dd0-988b-328d8063d562 · outbound

This paper cites SAT -based rigorous explanations for decision lists.

Efficient Contrastive Explanations on Demand SAT -based rigorous explanations for decision lists

Reference 17

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 113bd002-e3f0-4b9c-a714-b0d27e052913 · outbound

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Efficient Contrastive Explanations on Demand Abduction-based explanations for machine learning models

Reference 18

Resolution
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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation aa4214f3-12fe-41fa-9064-5c85375225d9 · outbound

This paper cites From contrastive to abductive explanations and back again.

Efficient Contrastive Explanations on Demand From contrastive to abductive explanations and back again

Reference 19

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Source-reported events for the cited work

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Observation 0496f9eb-f6a1-4f43-a259-1ca87a3ba147 · outbound

This paper cites Stuckey, and Jo \ a o Marques - Silva.

Efficient Contrastive Explanations on Demand Stuckey, and Jo \ a o Marques - Silva

Reference 20

Resolution
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Observation e6f60761-5772-478c-940e-203b4f58cd15 · outbound

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Efficient Contrastive Explanations on Demand Stuckey, and Jo \ a o Marques - Silva

Reference 21

Resolution
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Observation 1452db9d-c779-4760-a656-ac30b40c4d88 · outbound

This paper cites On explaining random forests with SAT.

Efficient Contrastive Explanations on Demand On explaining random forests with SAT

Reference 22

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Observation 49335c34-b497-452a-81a2-80e866212c66 · outbound

This paper cites On computing relevant features for explaining nbcs.

Efficient Contrastive Explanations on Demand On computing relevant features for explaining nbcs

Reference 23

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Observation d2af9399-87c7-4c4c-91ba-c0f480acd0b5 · outbound

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Efficient Contrastive Explanations on Demand On Explaining Decision Trees

Reference 24

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Source-reported events for the cited work

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Observation 3cbf71e5-751c-464a-a7b4-8091249eafcf · outbound

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Efficient Contrastive Explanations on Demand On tackling explanation redundancy in decision trees

Reference 25

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Observation 461eaddf-a81d-4ba2-8799-2659124a9484 · outbound

This paper cites Provably Precise, Succinct and Efficient Explanations for Decision Trees.

Efficient Contrastive Explanations on Demand Provably Precise, Succinct and Efficient Explanations for Decision Trees

Reference 26

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Efficient Contrastive Explanations on Demand Cooper, and Jo \ a o Marques - Silva

Reference 27

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Source-reported events for the cited work

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Observation 7ec6e5e1-a42b-40ad-97ad-7eddc953eaa5 · outbound

This paper cites Distance-Restricted Explanations: Theoretical Underpinnings & Efficient Implementation.

Efficient Contrastive Explanations on Demand Distance-Restricted Explanations: Theoretical Underpinnings & Efficient Implementation

Reference 28

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Source-reported events for the cited work

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Observation 8601c80e-4d2e-4696-a44f-9b560c8938b8 · outbound

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Efficient Contrastive Explanations on Demand Stuckey, and Jo \ a o Marques - Silva

Reference 29

Resolution
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Source-reported events for the cited work

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Efficient Contrastive Explanations on Demand Meel, and Jo \ a o Marques - Silva

Reference 30

Resolution
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Source-reported events for the cited work

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Observation 8e6f793f-7f31-49d9-ab03-82cfb2078770 · outbound

This paper cites From SHAP Scores to Feature Importance Scores.

Efficient Contrastive Explanations on Demand From SHAP Scores to Feature Importance Scores

Reference 31

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Source-reported events for the cited work

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Observation e879cc88-89a9-4d54-9aab-9a6ae5acfce6 · outbound

This paper cites On correcting SHAP scores.

Efficient Contrastive Explanations on Demand On correcting SHAP scores

Reference 32

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 9a2bd4bb-e389-45aa-9066-bf2b5034ebbc · outbound

This paper cites Liffiton, Alessandro Previti, Ammar Malik, and Jo \ a o Marques - Silva.

Efficient Contrastive Explanations on Demand Liffiton, Alessandro Previti, Ammar Malik, and Jo \ a o Marques - Silva

Reference 33

Resolution
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Source-reported events for the cited work

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Observation 0f438a0e-bae7-4305-bd15-964b76a16ae7 · outbound

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Efficient Contrastive Explanations on Demand Reasoning about inconsistent formulas

Reference 34

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation fb4446e4-3a13-405c-a9be-d5aa248c6e08 · outbound

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Efficient Contrastive Explanations on Demand On computing minimal correction subsets

Reference 35

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 2ba72b6c-e296-4cc0-9d9f-149717f3316f · outbound

This paper cites Minimal sets over monotone predicates in boolean formulae.

Efficient Contrastive Explanations on Demand Minimal sets over monotone predicates in boolean formulae

Reference 36

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T05:00:12.612150Z digest=sha256:8737370335d45a4ae9d8598ac107a3f1f8d2515c264323bb44b6bdf3e84ac2ae

Observation 78ba344d-2095-4342-bfc8-b93cdc12fd30 · outbound

This paper cites Minimal sets on propositional formulae.

Efficient Contrastive Explanations on Demand Minimal sets on propositional formulae

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:00:12.997356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T05:00:12.615891Z digest=sha256:3bd18ecde0cbcad71abd9ec1a3a6bf3fabbe5b8d8e8f57fe260ea6d0d0673aad

Observation 48c39ba7-6b51-4f10-af51-b94d7372c906 · outbound

This paper cites Cooper, Alexey Ignatiev, and Nina Narodytska.

Efficient Contrastive Explanations on Demand Cooper, Alexey Ignatiev, and Nina Narodytska

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:00:12.985917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T05:00:12.619506Z digest=sha256:e0f208bf9d632366f81a2e925d0802541b2f82186ce76fca2d7209a4997cf925

Observation d27cf8b5-6dc6-4628-a8b2-9a48471a9413 · outbound

This paper cites Logic-based explainability in machine learning.

Efficient Contrastive Explanations on Demand Logic-based explainability in machine learning

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:00:12.972209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T05:00:12.623348Z digest=sha256:1654e1d93d409ac4c22b8cd4b360f82b7966738fed5afeb4ef65115444cbc81f

Observation 1c631801-d936-42d3-bfeb-352e6eed0f42 · outbound

This paper cites Logic-based explainability: Past, present and future.

Efficient Contrastive Explanations on Demand Logic-based explainability: Past, present and future

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:00:12.958550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T05:00:12.626982Z digest=sha256:c3e589b92e67144a2149bde2ff55c80fb8731498c58fce5c1d65aafc2769a661

Observation 2f4fe95f-e15d-4ad6-afe6-b3af8c8f372a · outbound

This paper cites Explanation in artificial intelligence: Insights from the social sciences.

Efficient Contrastive Explanations on Demand Explanation in artificial intelligence: Insights from the social sciences

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:00:12.946258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T05:00:12.630896Z digest=sha256:2ce5a7618b329de2e93b5733a1eabec4a718b0f646c7c192ad2a886a7e74e48d

Observation aea44827-08ee-4f5c-8573-c8f26edbd8db · outbound

This paper cites Yang, Zachary DeVito, Martin Raison, Alykhan Tejani, Sasank Chilamkurthy, Benoit Steiner, Lu Fang, Junjie Bai, and Soumith Chintala.

Efficient Contrastive Explanations on Demand Yang, Zachary DeVito, Martin Raison, Alykhan Tejani, Sasank Chilamkurthy, Benoit Steiner, Lu Fang, Junjie Bai, and Soumith Chintala

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:00:12.933221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T05:00:12.634582Z digest=sha256:56a0f6882e06b8fc1954894bb039c39225777fe3405e73cd59b686a2fdd489d2

Observation 2a531a2f-322e-4ce9-b92a-3083f1f6b538 · outbound

This paper cites why should I trust you?.

Efficient Contrastive Explanations on Demand why should I trust you?

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:00:12.921560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T05:00:12.638711Z digest=sha256:f45576e958f83190777add92479396dd1180f2c9856614050ffe86dcf86fbc50

Observation 485c0d4b-be0b-4c39-a8fc-3e2f17505944 · outbound

This paper cites An introduction to abstract algebra.

Efficient Contrastive Explanations on Demand An introduction to abstract algebra

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:00:12.909007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T05:00:12.642969Z digest=sha256:334ff2259536ac5a6430c93246b4e210a4ea92a13732535665d3b210059951d1

Observation 08ccbaf1-d5d0-420b-bf98-c37420ed6028 · outbound

This paper cites A symbolic approach to explaining bayesian network classifiers.

Efficient Contrastive Explanations on Demand A symbolic approach to explaining bayesian network classifiers

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T05:00:12.896504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T05:00:12.646729Z digest=sha256:8b8a7d875056912a8347d3044a6cb30f0a955e1c8b4f874a4e1e84047e9ae227

Observation 8fd7f78d-3c22-4abe-aedf-9fd7b2a09f60 · outbound

This paper cites an unresolved cited work.

Efficient Contrastive Explanations on Demand Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-11T05:00:12.884143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T05:00:12.650811Z digest=sha256:aa34e2bf2223b1726dd28e1884cb8129f9994f0c625e06df330f2deb97dedd5c

Observation 2fd3c233-066d-4e9d-b11f-fad9fc7d9413 · outbound

This paper cites VeriX: Towards Verified Explainability of Deep Neural Networks.

Efficient Contrastive Explanations on Demand VeriX: Towards Verified Explainability of Deep Neural Networks

Reference 47

Resolution
verified exact
local_arxiv, observed 2026-08-11T05:00:12.802563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T05:00:12.655055Z digest=sha256:ca381363c59807aecf45ea885c3a204bd3e979bf0f3b562d34d49094a72a4362

Observation 73af66d8-da3c-4b3b-98b7-770e0710221e · outbound

This paper cites an unresolved cited work.

Efficient Contrastive Explanations on Demand Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-11T05:00:12.872370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T05:00:12.659401Z digest=sha256:b86fabc557636daaf15f52c3c071860aeb42b88c8d563bd55c07020f47db11b4

Observation 7e234b71-ab7b-4259-945c-909e80c114ef · outbound

This paper cites an unresolved cited work.

Efficient Contrastive Explanations on Demand Unresolved cited work

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-11T05:00:12.663472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:00:12.663472Z digest=sha256:fe3aaa32971d6527e75233d87d325686f88ee71c8f9bd7497ac30d58243fee9f

Observation d675249b-88b8-4a10-b68e-95dd44aa5df1 · outbound

This paper cites On Formal Feature Attribution and Its Approximation.

Efficient Contrastive Explanations on Demand On Formal Feature Attribution and Its Approximation

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-11T05:00:12.667752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T05:00:12.667752Z digest=sha256:f88a9aaf0fb1db35239d1b2c8dbcbe3551d9bcc8da04a65d13aa1592c8b5f29b

Observation 041ede8e-ad62-4ec8-b438-d6dc33b901d5 · outbound

This paper cites an unresolved cited work.

Efficient Contrastive Explanations on Demand Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-11T05:00:12.860180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T05:00:12.672136Z digest=sha256:2a4240eac71b901d55d7006cb464e3bfa53b4f112e1a5d88e9f030f8f3600598

Pith citing papers

No inbound Pith citation observations are available.