Pith. sign in

Paper Citation Record · LEDGER

On Optimal Learning Under Targeted Data Poisoning

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2210.02713.

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

pith.paper-citation-record.v1
2210.02713 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:23:26.093767Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 9955d95d-060b-4e3a-815f-3b27d0f024ec · inbound

Agnostic Learning under Targeted Poisoning: Optimal Rates and the Role of Randomness cites this paper.

Agnostic Learning under Targeted Poisoning: Optimal Rates and the Role of Randomness On Optimal Learning Under Targeted Data Poisoning

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T11:23:26.093767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:23:26.093767Z digest=sha256:fc4f2141309d765b14db5539bfba5bc0b94b852aa401dc6c621a8b65ceec4349

Observation e68ed7db-463d-4a50-8386-3aa4a150a44e · inbound

Phase Transitions in Driven Informational Systems: A Two-Field Perspective on Learning Theory and Non-Equilibrium Chemistry cites this paper.

Phase Transitions in Driven Informational Systems: A Two-Field Perspective on Learning Theory and Non-Equilibrium Chemistry On Optimal Learning Under Targeted Data Poisoning

Reference 21

Resolution
verified exact
arxiv_id, observed 2026-05-21T00:33:52.267863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-05-21T00:29:53.240959Z digest=sha256:c5e18a0792e12e49537eb81669ffd85c99714924dad2daca727fdb83e4b4c2a9