Paper Citation Record · LEDGER

Beyond Sufficiency: Time Series Explanation with Counterfactual Necessity

As of 8 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 0 inbound Pith citation observations for arXiv:2607.21573.

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

pith.paper-citation-record.v1
2607.21573 v1

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T07:06:43.725330Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

37 of 37 outbound references displayed

verified exact0
verified fuzzy0
unresolved37
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 298380be-2706-4269-bcb8-b0cb8502a39c · outbound

This paper cites arXiv preprint arXiv:2405.15325 , year=.

Beyond Sufficiency: Time Series Explanation with Counterfactual Necessity arXiv preprint arXiv:2405.15325 , year=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T07:06:41.553509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b61d846-2556-4ff8-b948-fc7d52acc25e · outbound

This paper cites Proceedings of the 41st International Conference on Machine Learning , pages=.

Beyond Sufficiency: Time Series Explanation with Counterfactual Necessity Proceedings of the 41st International Conference on Machine Learning , pages=

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T07:06:41.627578Z

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Observation bc472cdf-ebb0-4db9-beeb-7f2427ebdd9a · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Beyond Sufficiency: Time Series Explanation with Counterfactual Necessity Advances in Neural Information Processing Systems , volume=

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T07:06:41.722358Z

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Observation 445e6408-1ab9-4e0c-b0ce-f9e09faac7d0 · outbound

This paper cites 2009 , publisher=.

Beyond Sufficiency: Time Series Explanation with Counterfactual Necessity 2009 , publisher=

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T07:06:41.814737Z

Source-reported events for the cited work

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Observation 85df3174-567c-4f05-969e-aa5330da31bf · outbound

This paper cites Advances in neural information processing systems , volume=.

Beyond Sufficiency: Time Series Explanation with Counterfactual Necessity Advances in neural information processing systems , volume=

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T07:06:41.874811Z

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Observation ef9eaaae-3dfa-43d0-847d-22970d72116e · outbound

This paper cites International Conference on Machine Learning , pages=.

Beyond Sufficiency: Time Series Explanation with Counterfactual Necessity International Conference on Machine Learning , pages=

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T07:06:41.934766Z

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Observation acb4725f-dd1a-4548-8b1e-b95cc325b2af · outbound

This paper cites ACM Transactions on Management Information Systems , volume=.

Beyond Sufficiency: Time Series Explanation with Counterfactual Necessity ACM Transactions on Management Information Systems , volume=

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T07:06:41.991875Z

Source-reported events for the cited work

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Observation 25f2adbf-0c8c-4973-a839-62852aa329af · outbound

This paper cites Artificial Intelligence Review , volume=.

Beyond Sufficiency: Time Series Explanation with Counterfactual Necessity Artificial Intelligence Review , volume=

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T07:06:42.059812Z

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Observation 699f3be3-bc4d-4b97-a1a5-38246510fb53 · outbound

This paper cites Categorical Reparameterization with Gumbel-Softmax.

Beyond Sufficiency: Time Series Explanation with Counterfactual Necessity Categorical Reparameterization with Gumbel-Softmax

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T07:06:42.102037Z

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Unavailable: canonical work link unavailable.

Observation a678ae17-13b1-4f41-83a2-6d42643cf289 · outbound

This paper cites International Conference on Machine Learning , pages=.

Beyond Sufficiency: Time Series Explanation with Counterfactual Necessity International Conference on Machine Learning , pages=

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T07:06:42.161231Z

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Observation b0a52ca2-4242-4a1c-ba00-4d9ba45b0c6d · outbound

This paper cites arXiv preprint arXiv:2506.09853 , year=.

Beyond Sufficiency: Time Series Explanation with Counterfactual Necessity arXiv preprint arXiv:2506.09853 , year=

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T07:06:42.216822Z

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Observation dee7061c-bc63-4f61-a471-c0f0bd214c1c · outbound

This paper cites International Conference on Machine Learning , pages=.

Beyond Sufficiency: Time Series Explanation with Counterfactual Necessity International Conference on Machine Learning , pages=

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T07:06:42.241028Z

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Observation c785a29a-e64a-49df-9de2-8a811f4f6d35 · outbound

This paper cites 2020 International joint conference on neural networks (IJCNN) , pages=.

Beyond Sufficiency: Time Series Explanation with Counterfactual Necessity 2020 International joint conference on neural networks (IJCNN) , pages=

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T07:06:42.307307Z

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Observation d0565bb1-4a6d-488d-8ce8-3e06a6aa584c · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Beyond Sufficiency: Time Series Explanation with Counterfactual Necessity Advances in Neural Information Processing Systems , volume=

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T07:06:42.365369Z

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Observation 87abb92c-82f5-4fa1-aba0-f6fc71fb2c34 · outbound

This paper cites Ieee Access , volume=.

Beyond Sufficiency: Time Series Explanation with Counterfactual Necessity Ieee Access , volume=

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T07:06:42.421824Z

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Observation ee9ba62f-3565-4466-93d2-9ace5a64de27 · outbound

This paper cites 2025 IEEE International Conference on Data Mining (ICDM) , pages=.

Beyond Sufficiency: Time Series Explanation with Counterfactual Necessity 2025 IEEE International Conference on Data Mining (ICDM) , pages=

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T07:06:42.490355Z

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Unavailable: canonical work link unavailable.

Observation e77b8c9d-b98a-4444-b59c-26abe4daee6f · outbound

This paper cites Nature Machine Intelligence , volume=.

Beyond Sufficiency: Time Series Explanation with Counterfactual Necessity Nature Machine Intelligence , volume=

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T07:06:42.555858Z

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Observation b69fc336-8449-402a-8b35-f075255826ee · outbound

This paper cites The Thirteenth International Conference on Learning Representations , year=.

Beyond Sufficiency: Time Series Explanation with Counterfactual Necessity The Thirteenth International Conference on Learning Representations , year=

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T07:06:42.623792Z

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Observation 698e29db-60cf-4f2d-b461-b79feff7fdfa · outbound

This paper cites an unresolved cited work.

Beyond Sufficiency: Time Series Explanation with Counterfactual Necessity Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T07:06:42.683622Z

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Unavailable: canonical work link unavailable.

Observation 19c847fb-bf29-4912-85ee-9615ac3e924e · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Beyond Sufficiency: Time Series Explanation with Counterfactual Necessity Advances in Neural Information Processing Systems , volume=

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T07:06:42.750102Z

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Observation e6e0ff7c-ffde-4a73-9578-d5c1a2d8c72f · outbound

This paper cites Joint european conference on machine learning and knowledge discovery in databases , pages=.

Beyond Sufficiency: Time Series Explanation with Counterfactual Necessity Joint european conference on machine learning and knowledge discovery in databases , pages=

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T07:06:42.772182Z

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Observation 95903126-b110-4b98-a818-2b685359f891 · outbound

This paper cites International conference on machine learning , pages=.

Beyond Sufficiency: Time Series Explanation with Counterfactual Necessity International conference on machine learning , pages=

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T07:06:42.832092Z

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Unavailable: canonical work link unavailable.

Observation 4cfdfaef-49c6-4cee-99e9-15ad5273da3e · outbound

This paper cites Temporal Dependencies in Feature Importance for Time Series Predictions.

Beyond Sufficiency: Time Series Explanation with Counterfactual Necessity Temporal Dependencies in Feature Importance for Time Series Predictions

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T07:06:42.897435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4494cbe-a4da-4fee-8948-d1d40e9f2c46 · outbound

This paper cites Neural Networks , volume=.

Beyond Sufficiency: Time Series Explanation with Counterfactual Necessity Neural Networks , volume=

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T07:06:42.943946Z

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Observation 589386ee-575b-487e-83b7-9c8ec5db8a15 · outbound

This paper cites Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence , pages=.

Beyond Sufficiency: Time Series Explanation with Counterfactual Necessity Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence , pages=

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T07:06:42.994547Z

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Observation ec7ad4d1-5cbd-4242-820e-e374105d760f · outbound

This paper cites Proceedings of the IEEE international conference on computer vision , pages=.

Beyond Sufficiency: Time Series Explanation with Counterfactual Necessity Proceedings of the IEEE international conference on computer vision , pages=

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T07:06:43.019572Z

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Unavailable: canonical work link unavailable.

Observation a44fcc4b-82ad-42a7-8821-dbfc407d5adc · outbound

This paper cites CoRTX: Contrastive Framework for Real-time Explanation.

Beyond Sufficiency: Time Series Explanation with Counterfactual Necessity CoRTX: Contrastive Framework for Real-time Explanation

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T07:06:43.049052Z

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Observation 53feaba8-cae1-4bee-87c3-6ec1de600700 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Beyond Sufficiency: Time Series Explanation with Counterfactual Necessity Advances in Neural Information Processing Systems , volume=

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T07:06:43.098255Z

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Unavailable: canonical work link unavailable.

Observation a11e8d98-7044-484a-8014-e7f83433c858 · outbound

This paper cites Advances in neural information processing systems , volume=.

Beyond Sufficiency: Time Series Explanation with Counterfactual Necessity Advances in neural information processing systems , volume=

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T07:06:43.140797Z

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Observation 93e94c88-b8d7-4f2d-a88d-a8a95b3f22fe · outbound

This paper cites Journal of machine learning research , volume=.

Beyond Sufficiency: Time Series Explanation with Counterfactual Necessity Journal of machine learning research , volume=

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T07:06:43.213851Z

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Observation b39715d7-7cff-4247-9518-a6f20b9191e8 · outbound

This paper cites Multi-Scale Convolutional Neural Networks for Time Series Classification.

Beyond Sufficiency: Time Series Explanation with Counterfactual Necessity Multi-Scale Convolutional Neural Networks for Time Series Classification

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-01T07:06:43.277393Z

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Observation 30f48d13-44e5-476d-be06-c5159eda09c6 · outbound

This paper cites IEEE engineering in medicine and biology magazine , volume=.

Beyond Sufficiency: Time Series Explanation with Counterfactual Necessity IEEE engineering in medicine and biology magazine , volume=

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-01T07:06:43.353927Z

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Observation 86b9bdb8-fb4c-4117-be63-8db63727fbaf · outbound

This paper cites IEEE/CAA Journal of Automatica Sinica , volume=.

Beyond Sufficiency: Time Series Explanation with Counterfactual Necessity IEEE/CAA Journal of Automatica Sinica , volume=

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T07:06:43.408552Z

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Observation 84e22cfe-fa15-4b29-8f75-5cb919c7adb1 · outbound

This paper cites Proceedings of the IEEE , volume=.

Beyond Sufficiency: Time Series Explanation with Counterfactual Necessity Proceedings of the IEEE , volume=

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-01T07:06:43.494510Z

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Observation 3c1e71d7-66b8-4122-bfe4-dae1e62576f0 · outbound

This paper cites Artificial intelligence and statistics , pages=.

Beyond Sufficiency: Time Series Explanation with Counterfactual Necessity Artificial intelligence and statistics , pages=

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-01T07:06:43.575521Z

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Observation cb07e2c0-7367-43b8-8bf8-34e167e9fe3d · outbound

This paper cites Causality: Models, reasoning, and inference.

Beyond Sufficiency: Time Series Explanation with Counterfactual Necessity Causality: Models, reasoning, and inference

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-01T07:06:43.632299Z

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Observation c058bc43-5b91-42a0-b7a5-5cd78e892283 · outbound

This paper cites arXiv preprint arXiv:2510.20084 , year=.

Beyond Sufficiency: Time Series Explanation with Counterfactual Necessity arXiv preprint arXiv:2510.20084 , year=

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-01T07:06:43.725330Z

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Pith citing papers

No inbound Pith citation observations are available.