Paper Citation Record · LEDGER

Ambiguous Strategic Classification

As of 11 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2606.10137.

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

pith.paper-citation-record.v1
2606.10137 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-27T17:27:30.898132Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

15 of 15 outbound references displayed

verified exact1
verified fuzzy0
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation aedc29c2-6d3a-4281-aa58-d2d63807caf8 · outbound

This paper cites Strategic Classification with Randomised Classifiers.

Ambiguous Strategic Classification Strategic Classification with Randomised Classifiers

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-07-03T00:07:28.474333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a79388a9-6cc4-4d47-846d-3a709c5cb813 · outbound

This paper cites Milli, S., Miller, J., Dragan, A.

Ambiguous Strategic Classification Milli, S., Miller, J., Dragan, A

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-27T17:27:30.898132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5187c384-bf59-4103-a6c5-e57ffdbac723 · outbound

This paper cites That is, there exists w2 [ ¯w, ¯w] such that w⊤x′ + b < 0.

Ambiguous Strategic Classification That is, there exists w2 [ ¯w, ¯w] such that w⊤x′ + b < 0

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-27T17:27:30.898132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80e48d3a-6f4b-44c7-9570-57174c2094e6 · outbound

This paper cites It holds that w′ i x′ i wi x′ i, since w′ i wi.

Ambiguous Strategic Classification It holds that w′ i x′ i wi x′ i, since w′ i wi

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-27T17:27:30.898132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba9310e9-cc21-4751-9fd7-a4dee8dfa905 · outbound

This paper cites It holds that w′ i x′ i wi x′ i, since w′ i wi.

Ambiguous Strategic Classification It holds that w′ i x′ i wi x′ i, since w′ i wi

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-27T17:27:30.898132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d565eaa1-7623-4709-a26f-90f7f638cb4c · outbound

This paper cites It holds that w∗′ i xi < 0 and is smaller than ¯wi xi.

Ambiguous Strategic Classification It holds that w∗′ i xi < 0 and is smaller than ¯wi xi

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-27T17:27:30.898132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 874bf339-c3e1-4b5f-ba95-b3257758a1fc · outbound

This paper cites It holds that w∗′ i xi < 0 and is smaller than ¯wi xi.

Ambiguous Strategic Classification It holds that w∗′ i xi < 0 and is smaller than ¯wi xi

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-27T17:27:30.898132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de522fd2-6926-457e-843a-c9dd695803d2 · outbound

This paper cites an unresolved cited work.

Ambiguous Strategic Classification Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-27T17:27:30.898132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7da58e5-497b-4be6-8d1d-1473d15f3605 · outbound

This paper cites Results were averaged over twenty random instances of the data.

Ambiguous Strategic Classification Results were averaged over twenty random instances of the data

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-27T17:27:30.898132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 766eccc3-10c6-4317-a8c6-aaa58bb51bae · outbound

This paper cites rounded” polytope with ball segments instead of vertices. The approximation eF outer-bounds these “corner.

Ambiguous Strategic Classification rounded” polytope with ball segments instead of vertices. The approximation eF outer-bounds these “corner

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-27T17:27:30.898132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d619360-e212-41de-82bc-fc64ff46fd02 · outbound

This paper cites If it derives from the outer min, return EXACT.

Ambiguous Strategic Classification If it derives from the outer min, return EXACT

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-27T17:27:30.898132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e18e52b-fe1b-4cc5-a7f3-b24df1154364 · outbound

This paper cites If only one constraint is tight, return EXACT.

Ambiguous Strategic Classification If only one constraint is tight, return EXACT

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-27T17:27:30.898132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a3ce624-7c12-4230-84c6-3d3d0bdd589d · outbound

This paper cites Note all steps above are implementable via the tools we provide in the paper.

Ambiguous Strategic Classification Note all steps above are implementable via the tools we provide in the paper

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-27T17:27:30.898132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47ffcfe1-dfa3-4a6d-919e-4b1e4e53c71e · outbound

This paper cites an unresolved cited work.

Ambiguous Strategic Classification Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-27T17:27:30.898132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3478ba9c-a144-4226-8c61-f02422044baa · outbound

This paper cites Together, this implies we can use line search to find t∗.

Ambiguous Strategic Classification Together, this implies we can use line search to find t∗

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-27T17:27:30.898132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.