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Paper Citation Record · LEDGER

Soft Weighted Machine Unlearning

As of 17 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 0 inbound Pith citation observations for arXiv:2505.18783.

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

pith.paper-citation-record.v1
2505.18783 v1

Coverage vector

measured 56 of 56 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:30:25.633250Z

measured 56 of 56 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

56 of 56 outbound references displayed

  • verified exact3
  • verified fuzzy44
  • unresolved9
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1a6c7f06-e0a9-4961-9a14-49f8a9ed0e60 · outbound

This paper cites Fast model debias with machine unlearning.

Soft Weighted Machine Unlearning Fast model debias with machine unlearning

Reference 1

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 1ab61f9c-4925-4157-904d-5e8cfae1f6c0 · outbound

This paper cites Fair machine unlearning: Data removal while mitigating disparities.

Soft Weighted Machine Unlearning Fair machine unlearning: Data removal while mitigating disparities

Reference 2

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation abd3f7b3-89c9-4a0c-900b-3947df54c440 · outbound

This paper cites Backdoor defense with machine unlearning.

Soft Weighted Machine Unlearning Backdoor defense with machine unlearning

Reference 3

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 4632cb86-419a-447e-bb5d-c7fe91a0a697 · outbound

This paper cites Recommendation unlearning via influence function.ACM Transactions on Recommender Systems, 2023.

Soft Weighted Machine Unlearning Recommendation unlearning via influence function.ACM Transactions on Recommender Systems, 2023

Reference 4

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 9ce049da-d74d-4a87-a90a-d514150ddafa · outbound

This paper cites Delta- influence: Unlearning poisons via influence functions.arXiv preprint arXiv:2411.13731, 2024.

Soft Weighted Machine Unlearning Delta- influence: Unlearning poisons via influence functions.arXiv preprint arXiv:2411.13731, 2024

Reference 5

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verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 3215561f-cc2a-474f-9bab-ff6c71a51c7c · outbound

This paper cites Machine unlearning in learned databases: An experimental analysis.Proceedings of the ACM on Management of Data, 2(1):1–26, 2024.

Soft Weighted Machine Unlearning Machine unlearning in learned databases: An experimental analysis.Proceedings of the ACM on Management of Data, 2(1):1–26, 2024

Reference 6

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 3cff057d-e78a-407d-8b91-01a256a3cfb9 · outbound

This paper cites A duty to forget, a right to be assured? exposing vulnerabilities in machine unlearning services.

Soft Weighted Machine Unlearning A duty to forget, a right to be assured? exposing vulnerabilities in machine unlearning services

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:30:30.363449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation c5f78742-cbb3-4665-bf3a-bf8a23032262 · outbound

This paper cites Machine unlearning via null space calibration.

Soft Weighted Machine Unlearning Machine unlearning via null space calibration

Reference 8

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raw_fallback, observed 2026-08-07T14:30:30.194419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation d9622a44-e125-4b3d-8054-ba7c29855516 · outbound

This paper cites an unresolved cited work.

Soft Weighted Machine Unlearning Unresolved cited work

Reference 9

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unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 76ec4cbb-f02e-4f80-bc33-ff577fdb880c · outbound

This paper cites an unresolved cited work.

Soft Weighted Machine Unlearning Unresolved cited work

Reference 10

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unresolved
raw_fallback, observed 2026-08-07T14:30:29.850482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 66d153c8-1b1f-4fb0-93f4-9167f9c066bc · outbound

This paper cites Adversarial robustness of linear models: regularization and dimensionality.

Soft Weighted Machine Unlearning Adversarial robustness of linear models: regularization and dimensionality

Reference 11

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation afc41230-71ef-4e24-95b9-3055bb0ca55b · outbound

This paper cites Model sparsity can simplify machine unlearning.

Soft Weighted Machine Unlearning Model sparsity can simplify machine unlearning

Reference 12

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation b66de4df-b64c-45a3-af88-6cffa24cffe5 · outbound

This paper cites Towards un- bounded machine unlearning.

Soft Weighted Machine Unlearning Towards un- bounded machine unlearning

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:30:29.421382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 6160eea2-6c05-42c2-aa63-94f1e15b068d · outbound

This paper cites Towards Adversarial Evaluations for Inexact Machine Unlearning.

Soft Weighted Machine Unlearning Towards Adversarial Evaluations for Inexact Machine Unlearning

Reference 14

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no resolver link, observed 2026-08-07T14:30:25.232341Z

Source-reported events for the cited work

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Observation fa348f08-1185-4950-b18a-bd80db6d0461 · outbound

This paper cites Unlearn what you want to forget: Efficient unlearning for llms.

Soft Weighted Machine Unlearning Unlearn what you want to forget: Efficient unlearning for llms

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:30:29.260899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 0f1b6f27-467b-428c-8caa-c1aa50125f7f · outbound

This paper cites Understanding black-box predictions via influence functions.

Soft Weighted Machine Unlearning Understanding black-box predictions via influence functions

Reference 16

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 92472f0e-d870-425f-9796-614ad49f1b66 · outbound

This paper cites Calmon, and Himabindu Lakkaraju.

Soft Weighted Machine Unlearning Calmon, and Himabindu Lakkaraju

Reference 17

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 699bcf1b-e7b9-406a-b386-e4b6a8cbc718 · outbound

This paper cites Debiasing Machine Unlearning with Counterfactual Examples.

Soft Weighted Machine Unlearning Debiasing Machine Unlearning with Counterfactual Examples

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-07T14:30:25.260665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation bdb7b5f0-a0bf-42f8-8a2d-a208ba668ad6 · outbound

This paper cites Fairness and Robustness in Machine Unlearning.

Soft Weighted Machine Unlearning Fairness and Robustness in Machine Unlearning

Reference 19

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local_arxiv, observed 2026-08-07T14:30:25.942660Z

Source-reported events for the cited work

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Observation 56089120-e4ef-4c38-9a1d-8f95a1d02aa1 · outbound

This paper cites Toward robust unlearning for LLMs.

Soft Weighted Machine Unlearning Toward robust unlearning for LLMs

Reference 20

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:30:25.278078Z digest=sha256:594c7852f266ad8a4fa842df6363b56c886eabfdf53ea9ce6b3ebef17962e191

Observation f6abdbd9-f1d2-4897-81f0-fe8ca9920891 · outbound

This paper cites Robust federated unlearning.

Soft Weighted Machine Unlearning Robust federated unlearning

Reference 21

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 6437a9f7-3e5c-48b4-8c08-0db6068b94f4 · outbound

This paper cites Robust federated unlearning.

Soft Weighted Machine Unlearning Robust federated unlearning

Reference 22

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raw_fallback, observed 2026-08-07T14:30:28.381700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 7371b449-01ee-4402-b440-b76533e435ea · outbound

This paper cites Mitigating Social Biases in Language Models through Unlearning.

Soft Weighted Machine Unlearning Mitigating Social Biases in Language Models through Unlearning

Reference 23

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Source-reported events for the cited work

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Observation 70170214-3431-4eb1-84ef-b158313b15fe · outbound

This paper cites AUTE: peer-alignment and self-unlearning boost adversarial robustness for training ensemble models.

Soft Weighted Machine Unlearning AUTE: peer-alignment and self-unlearning boost adversarial robustness for training ensemble models

Reference 24

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raw_fallback, observed 2026-08-07T14:30:28.147496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation b2c5dd91-7c26-4c23-8297-6ba15a56bedf · outbound

This paper cites 50 years of test (un)fairness: Lessons for machine learning.

Soft Weighted Machine Unlearning 50 years of test (un)fairness: Lessons for machine learning

Reference 25

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:30:25.322300Z digest=sha256:67b639cee9e3131cf7d40f0301dc710ef92d3aa2b97067ef0a2df9e9f3fe5ef7

Observation b1a2751e-ee6a-41c6-a9d2-6416ac660c6e · outbound

This paper cites Fairness in machine learning: A survey.ACM Comput.

Soft Weighted Machine Unlearning Fairness in machine learning: A survey.ACM Comput

Reference 26

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 1be956bf-2bf3-41b3-b410-f039c5e14864 · outbound

This paper cites Fair prediction with disparate impact: A study of bias in recidivism prediction instruments.Big Data, 5(2):153–163, 2017.

Soft Weighted Machine Unlearning Fair prediction with disparate impact: A study of bias in recidivism prediction instruments.Big Data, 5(2):153–163, 2017

Reference 27

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 53b39218-1676-4d8a-b5f6-f2695773ef43 · outbound

This paper cites Algorithmic fairness.

Soft Weighted Machine Unlearning Algorithmic fairness

Reference 28

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation d20682ca-77e4-41ed-812a-c5b14dd624ca · outbound

This paper cites Equality of opportunity in supervised learning.

Soft Weighted Machine Unlearning Equality of opportunity in supervised learning

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:30:27.261229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation f5d967a3-d12f-4c90-926b-667dabe94a19 · outbound

This paper cites what data benefits my classifier?.

Soft Weighted Machine Unlearning what data benefits my classifier?

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:30:27.112878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:30:25.361613Z digest=sha256:a6c0f76cb6e803834ad825661c221194329c0875c1b88a02d6bd00adcc0be4a0

Observation e7016a6d-ea2d-4fe5-bb54-44e66c646ed1 · outbound

This paper cites Robust physical-world attacks on deep learning visual classification.

Soft Weighted Machine Unlearning Robust physical-world attacks on deep learning visual classification

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:30:26.994074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:30:25.369285Z digest=sha256:4d3118146a5fe6f7cb82df74a5de45c3587a119fd7fce9700e0ad8dcbcea9bbd

Observation 7b5efb8e-9d9f-4413-af3b-f9393557e51d · outbound

This paper cites It is all about data: A survey on the effects of data on adversarial robustness.ACM Comput.

Soft Weighted Machine Unlearning It is all about data: A survey on the effects of data on adversarial robustness.ACM Comput

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:30:26.862684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation af009cdb-7da9-487c-b7db-ec8a6a7cd4c3 · outbound

This paper cites Goodfellow, Jonathon Shlens, and Christian Szegedy.

Soft Weighted Machine Unlearning Goodfellow, Jonathon Shlens, and Christian Szegedy

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:30:26.748837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:30:25.395544Z digest=sha256:7acacbd28b65775018c475bcbb5de539cb80e0e16bbd90ce94692714c590ad3e

Observation ba84dbeb-a4e1-452d-bb33-533f01732fc1 · outbound

This paper cites Towards deep learning models resistant to adversarial attacks.

Soft Weighted Machine Unlearning Towards deep learning models resistant to adversarial attacks

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:30:26.670123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:30:25.405450Z digest=sha256:f37be1a56c4d36350206c26deac4897a314fa6414d31ca00ae90dae39eee19bc

Observation 9793efc9-e9a4-4e85-b7cf-24a5f1b48b8c · outbound

This paper cites Hannun, and Laurens van der Maaten.

Soft Weighted Machine Unlearning Hannun, and Laurens van der Maaten

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:30:26.633859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:30:25.411366Z digest=sha256:c4f100624848b024863e0c9a50bec55fd5c5638690b2b5e88a1cb251e2d1834c

Observation 445ac609-6766-4e70-b246-447c9a87e155 · outbound

This paper cites Towards certified unlearning for deep neural networks.

Soft Weighted Machine Unlearning Towards certified unlearning for deep neural networks

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:30:26.610331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:30:25.418474Z digest=sha256:aed6619adf15ffbf91f41300cff481a5590d91ab607998abcddf57ac3af8d5dd

Observation 499379bd-dde6-45bb-b383-5bfa7c3fab8a · outbound

This paper cites Hessian-Free Online Certified Unlearning.

Soft Weighted Machine Unlearning Hessian-Free Online Certified Unlearning

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-07T14:30:25.438098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:30:25.438098Z digest=sha256:78fd9f92b687cb572f30eb8dde2fc8b0750f388607e06dd843e1c483ab971819

Observation 7b8daa86-f0f9-4b87-aef6-29c16ad7d7d1 · outbound

This paper cites Gurobi Optimizer Reference Manual, 2024.

Soft Weighted Machine Unlearning Gurobi Optimizer Reference Manual, 2024

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:30:26.585688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:30:25.446754Z digest=sha256:aa9f133b1652819bb1fd9d4da5d53f314ebd12ddbcc8c0580ec327c364f7b2c2

Observation 1911cf07-09f3-4e56-bba6-6bb937d1be85 · outbound

This paper cites Knowledge unlearning for mitigating privacy risks in language models.

Soft Weighted Machine Unlearning Knowledge unlearning for mitigating privacy risks in language models

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:30:26.559606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:30:25.457610Z digest=sha256:8ff39e2ef3d78bad08e9bf43767cde19f57930f21f31183f41d5dff7c8d8e90d

Observation a02f7ae3-fd98-42d0-9a2d-e4db4ee99513 · outbound

This paper cites Large Language Model Unlearning.

Soft Weighted Machine Unlearning Large Language Model Unlearning

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-07T14:30:25.470835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:30:25.470835Z digest=sha256:b2d7e1c2f138a0a18a0c6917d5c36e135ebdf89ba427d32d3abeb3632dec8703

Observation 96898ebc-bde5-4a9a-95a7-103e2aaf5c8e · outbound

This paper cites Negative Preference Optimization: From Catastrophic Collapse to Effective Unlearning.

Soft Weighted Machine Unlearning Negative Preference Optimization: From Catastrophic Collapse to Effective Unlearning

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-07T14:30:25.478138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:30:25.478138Z digest=sha256:1901c6a08d6930892832e289a0b8f8485378bb116038f46bf47a9cf152f35f5b

Observation e6eaa1c1-ff2c-4be3-a72c-bb572be8c9c0 · outbound

This paper cites Eternal sunshine of the spotless net: Selective forgetting in deep networks.

Soft Weighted Machine Unlearning Eternal sunshine of the spotless net: Selective forgetting in deep networks

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:30:26.537465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:30:25.493032Z digest=sha256:d12609e45baef34a4aec831e927655e6c2e91568337c4ab4a18a8a285670b4b5

Observation 0566eab4-bca5-43e8-9859-afb4e2db4531 · outbound

This paper cites A data-driven approach to predict the success of bank telemarketing.Decis.

Soft Weighted Machine Unlearning A data-driven approach to predict the success of bank telemarketing.Decis

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:30:26.515056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:30:25.511705Z digest=sha256:0f81f73b690ae313d8ffa3d2cfb8b87ce4edfbd3f1103d4decd5e81617d600d2

Observation 8fa7d60f-95e6-496e-8ef3-e4b6fe79a839 · outbound

This paper cites Deep learning face attributes in the wild.

Soft Weighted Machine Unlearning Deep learning face attributes in the wild

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:30:26.482978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:30:25.518807Z digest=sha256:f09617ff68d03cdda5e1bcd0cfe68c83e63a23c2232e0e137799d6bb558c3ea5

Observation bf1ef5cc-1e4b-4f31-9a9c-1d8ff657a24b · outbound

This paper cites Machine Learning Suites for Online Toxicity Detection.

Soft Weighted Machine Unlearning Machine Learning Suites for Online Toxicity Detection

Reference 45

Resolution
verified exact
local_arxiv, observed 2026-08-07T14:30:25.764010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:30:25.533258Z digest=sha256:b78966c6d36b2ea06eb3c8d05dc112eecc665cf31d2d2f0e4f9b21383833bdad

Observation ee29b3eb-7a5f-4e12-8357-574958d81039 · outbound

This paper cites Learning multiple layers of features from tiny images.(2009), 2009.

Soft Weighted Machine Unlearning Learning multiple layers of features from tiny images.(2009), 2009

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:30:26.458695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:30:25.546595Z digest=sha256:9b4cefad93f67b29d8c788988f132676c79460a0c3b39145b11c9ff030aa2b70

Observation 298f3af4-4bbd-471a-bf90-6ecce7fcabe7 · outbound

This paper cites MUSE: Machine Unlearning Six-Way Evaluation for Language Models.

Soft Weighted Machine Unlearning MUSE: Machine Unlearning Six-Way Evaluation for Language Models

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-07T14:30:25.553798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:30:25.553798Z digest=sha256:7873a1af3bf5eafb46be36109ba57348fd4faf0c6e785058bc99d599cdd6a3f1

Observation 76a0d4d4-6bbb-4737-998d-0d80d1df21c3 · outbound

This paper cites Forgetting outside the box: Scrubbing deep networks of information accessible from input-output observations.

Soft Weighted Machine Unlearning Forgetting outside the box: Scrubbing deep networks of information accessible from input-output observations

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:30:26.422285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:30:25.561898Z digest=sha256:01615681904b6adba3203c54a3d69703dba42e5c05057feaa05452f5a773b937

Observation 4ee300ae-86b5-43d1-be12-1b9b4793eed1 · outbound

This paper cites Chundawat, Ayush K.

Soft Weighted Machine Unlearning Chundawat, Ayush K

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:30:26.398337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:30:25.569764Z digest=sha256:83b0e595d0964f406da59ff5017004d36ce250e00e64282761da7b38ac354673

Observation 3990a1bd-1537-4156-a732-7f54593ffa0d · outbound

This paper cites Deep residual learning for image recognition.

Soft Weighted Machine Unlearning Deep residual learning for image recognition

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:30:26.373779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:30:25.581461Z digest=sha256:8cc34e9377c2aa6254dd1d3e4a7f28a17cd1f6b37cfe260491ba7e7f40b4585b

Observation 7016279e-c923-4276-99f7-2f88db0015a5 · outbound

This paper cites What neural networks memorize and why: Discovering the long tail via influence estimation.

Soft Weighted Machine Unlearning What neural networks memorize and why: Discovering the long tail via influence estimation

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:30:26.349699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:30:25.591108Z digest=sha256:b7fefbbd09d680487634861aad7e5d9d1cbba98690acf5b3c6b5f92647407fa8

Observation 76275960-c8e5-4e25-be0f-5db965999c4b · outbound

This paper cites SOUL: unlocking the power of second-order optimization for LLM unlearning.

Soft Weighted Machine Unlearning SOUL: unlocking the power of second-order optimization for LLM unlearning

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:30:26.325970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:30:25.603852Z digest=sha256:e1b29fafdadb30cfe5690d758f1fc6f470de54dbf6068c2a4417544e78ab3fe4

Observation bebf44eb-9d5c-41cf-a09f-b65d60decd0c · outbound

This paper cites Correcting large language model behavior via influence function, 2024.

Soft Weighted Machine Unlearning Correcting large language model behavior via influence function, 2024

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:30:26.302555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:30:25.611866Z digest=sha256:ec23a3935b0499dababfc6710fb6a9be56462ab860fb5c1e65dca7b29b439df1

Observation 81f91ea7-7bd6-4ea2-8bd7-72c0ae21715e · outbound

This paper cites The proof and measurement of association between two things.

Soft Weighted Machine Unlearning The proof and measurement of association between two things

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:30:26.276432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:30:25.618518Z digest=sha256:da6edcd31c9a9c8ac8ec395b2d3dacb75b637ee8f2a0f1776d912b66bfcea902

Observation 97d37171-910e-4c13-9c65-b75d250a9801 · outbound

This paper cites Correlation and causation.Journal of agricultural research, 20(7):557–585,.

Soft Weighted Machine Unlearning Correlation and causation.Journal of agricultural research, 20(7):557–585,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:30:26.243700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:30:25.625191Z digest=sha256:6241451e39e34cc39ac9fc021001fe020c01ae01f13b4e0122cfdef76252470e

Observation 58e302ac-8ef8-492f-94c3-a7a0b2f3a18a · outbound

This paper cites 15 A.2 Analytical Solution of Problem 6.

Soft Weighted Machine Unlearning 15 A.2 Analytical Solution of Problem 6

Reference 1921

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T14:30:26.214379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-07T14:30:25.633250Z digest=sha256:e1d22c37f1cf73c55c62d6704e00c0fffda4925e7ebecdcfb15404f9daaabf9a

Pith citing papers

No inbound Pith citation observations are available.