Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-30T18:08:59.554385Z
Paper Citation Record · LEDGER
Causal Unlearning in Collaborative Optimization: Exact and Approximate Influence Reversal under Adversarial Contributions
As of 18 August 2026, this Paper Citation Record lists 2 of 2 outbound references and 1 inbound Pith citation observation for arXiv:2605.20341.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-02T11:37:08.900874Z
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
2 of 2 outbound references displayed
- verified exact0
- verified fuzzy2
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation c557c081-bc07-475a-982d-3b3a5f7d7963 · outbound
This paper cites We measure KLoutput =E x∼Dtest DKL pretrain(· |x)∥p unlearn(· |x).
Causal Unlearning in Collaborative Optimization: Exact and Approximate Influence Reversal under Adversarial Contributions We measure KLoutput =E x∼Dtest DKL pretrain(· |x)∥p unlearn(· |x)
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T06:04:35.134897Z
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 1aa52d4c-89b7-462a-b5d7-bc68c88a035f · outbound
This paper cites These metrics are invariant to permutation symmetry and basin geometry, focusing instead on whether the unlearned model behaves like the retrained model on held-out data.
Causal Unlearning in Collaborative Optimization: Exact and Approximate Influence Reversal under Adversarial Contributions These metrics are invariant to permutation symmetry and basin geometry, focusing instead on whether the unlearned model behaves like the retrained model on held-out data
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-08T06:04:35.136998Z
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 fba98356-beb6-46c0-a2ae-013d4781fdb6 · inbound
Spectral-LSH: Sub-Quadratic Prompt Compression via Krylov-Projected Locality-Sensitive Hashing cites this paper.
Spectral-LSH: Sub-Quadratic Prompt Compression via Krylov-Projected Locality-Sensitive Hashing Causal Unlearning in Collaborative Optimization: Exact and Approximate Influence Reversal under Adversarial Contributions
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T11:37:08.900874Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.