Paper Citation Record · LEDGER

Fairness and Robustness in Machine Unlearning

As of 18 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 1 inbound Pith citation observation for arXiv:2504.13610.

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

pith.paper-citation-record.v1
2504.13610 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:07:31.895906Z

measured 25 of 25 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 2026-08-07T14:30:25.268965Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T14:30:25.932598Z

Reference resolution

24 of 24 outbound references displayed

verified exact1
verified fuzzy2
unresolved21
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e19664f6-1d60-4cff-9b55-a5083619e697 · outbound

This paper cites Catastrophic Forgetting in Deep Learning: A Comprehensive Taxonomy.

Fairness and Robustness in Machine Unlearning Catastrophic Forgetting in Deep Learning: A Comprehensive Taxonomy

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-16T12:07:31.806293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82a2914f-b4c4-437a-a0cc-2c5c76ffb616 · outbound

This paper cites Layer Normalization.

Fairness and Robustness in Machine Unlearning Layer Normalization

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-16T12:07:31.811018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b633eaf9-4685-4479-8d5c-617420f93631 · outbound

This paper cites an unresolved cited work.

Fairness and Robustness in Machine Unlearning Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:07:32.183298Z

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 00802fcc-9865-4c4a-9bf6-fbbc38374491 · outbound

This paper cites an unresolved cited work.

Fairness and Robustness in Machine Unlearning Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:07:32.172084Z

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 ee30883f-2297-42ef-a765-4730e5bb2db8 · outbound

This paper cites Li, and Li Fei-Fei.

Fairness and Robustness in Machine Unlearning Li, and Li Fei-Fei

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:07:32.160834Z

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 0268e21c-adaa-4698-9dc2-469907290673 · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

Fairness and Robustness in Machine Unlearning An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-16T12:07:31.826924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e98e69ee-4cf5-464a-92d5-9fac70a5c087 · outbound

This paper cites SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation.

Fairness and Robustness in Machine Unlearning SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T12:07:31.830632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9cd85e8-9ddd-4bde-a489-129634c5b592 · outbound

This paper cites Explaining and Harnessing Adversarial Examples.

Fairness and Robustness in Machine Unlearning Explaining and Harnessing Adversarial Examples

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-16T12:07:31.834988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b44dbc48-5239-416f-ba14-d12642467210 · outbound

This paper cites Machine Unlearning in Large Language Models.

Fairness and Robustness in Machine Unlearning Machine Unlearning in Large Language Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-16T12:07:31.838632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03a0bcb4-ff40-43a9-87d9-4d1911d68ddb · outbound

This paper cites Selective Forgetting of Deep Networks at a Finer Level than Samples.

Fairness and Robustness in Machine Unlearning Selective Forgetting of Deep Networks at a Finer Level than Samples

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T12:07:31.842529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5131a042-8397-4eff-98eb-c6f8a9d2100a · outbound

This paper cites Zhang, Shaoqing Ren, and Jian Sun.

Fairness and Robustness in Machine Unlearning Zhang, Shaoqing Ren, and Jian Sun

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-16T12:07:31.846160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9fb329b-088f-479c-b280-d9dd52d93814 · outbound

This paper cites an unresolved cited work.

Fairness and Robustness in Machine Unlearning Unresolved cited work

Reference 12

Resolution: verified exact; doi, observed 2026-08-16T12:07:31.928728Z

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 8ecacbeb-d72e-4558-8c57-52002729b0d4 · outbound

This paper cites Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift.

Fairness and Robustness in Machine Unlearning Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-16T12:07:31.854252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fd7fead-f208-49a4-aa47-ad2e625422a0 · outbound

This paper cites an unresolved cited work.

Fairness and Robustness in Machine Unlearning Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:07:32.142327Z

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 618c6c53-cb94-4c7a-ae56-b573dcc9aa40 · outbound

This paper cites Towards Unbounded Machine Unlearning.

Fairness and Robustness in Machine Unlearning Towards Unbounded Machine Unlearning

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-16T12:07:31.861788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f93bace7-98ce-415e-9f76-3ebe802e16c8 · outbound

This paper cites an unresolved cited work.

Fairness and Robustness in Machine Unlearning Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-16T12:07:31.865717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ab740dd-94f2-4fd2-b61b-21ea083f5d82 · outbound

This paper cites Single Image Unlearning: Efficient Machine Unlearning in Multimodal Large Language Models.

Fairness and Robustness in Machine Unlearning Single Image Unlearning: Efficient Machine Unlearning in Multimodal Large Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-16T12:07:31.869339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2d13065-99d8-425a-acb3-b48e8f69b809 · outbound

This paper cites Axel von dem Bussche Paul Voigt.

Fairness and Robustness in Machine Unlearning Axel von dem Bussche Paul Voigt

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:07:32.123139Z

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 bcd2c22c-d54c-4a82-8241-9b8ac67dc02c · outbound

This paper cites Very Deep Convolutional Networks for Large-Scale Image Recognition.

Fairness and Robustness in Machine Unlearning Very Deep Convolutional Networks for Large-Scale Image Recognition

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-16T12:07:31.876658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df85f41f-058f-4644-88b8-30e441361537 · outbound

This paper cites an unresolved cited work.

Fairness and Robustness in Machine Unlearning Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:07:32.110579Z

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 5cbe4996-fbff-4865-adc1-1dfab5f88ab5 · outbound

This paper cites Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N.

Fairness and Robustness in Machine Unlearning Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-16T12:07:31.883953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 426edc21-be33-492d-9b2d-f37c10c516eb · outbound

This paper cites Machine Unlearning of Pre-trained Large Language Models.

Fairness and Robustness in Machine Unlearning Machine Unlearning of Pre-trained Large Language Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-16T12:07:31.887887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61353f5f-36a2-4fb7-949e-c5eb6751deb8 · outbound

This paper cites Large Language Model Unlearning.

Fairness and Robustness in Machine Unlearning Large Language Model Unlearning

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-16T12:07:31.892095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e4d874e-0528-4fe3-b69d-1fa1c60617f2 · outbound

This paper cites an unresolved cited work.

Fairness and Robustness in Machine Unlearning Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-16T12:07:32.089718Z

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 bdb7b5f0-a0bf-42f8-8a2d-a208ba668ad6 · inbound

Soft Weighted Machine Unlearning cites this paper.

Soft Weighted Machine Unlearning Fairness and Robustness in Machine Unlearning

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-08-07T14:30:25.942660Z

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.