Paper Citation Record · LEDGER

FairTTTS: A Tree Test Time Simulation Method for Fairness-Aware Classification

As of 19 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 0 inbound Pith citation observations for arXiv:2501.08155.

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

pith.paper-citation-record.v1
2501.08155 v1

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T20:36:44.525083Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

37 of 37 outbound references displayed

verified exact2
verified fuzzy5
unresolved29
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 304e065f-36b5-473d-8d35-2945ced8c219 · outbound

This paper cites Generative Adversarial Networks for Mitigating Biases in Machine Learning Systems.

FairTTTS: A Tree Test Time Simulation Method for Fairness-Aware Classification Generative Adversarial Networks for Mitigating Biases in Machine Learning Systems

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T20:36:44.366471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d661f64-d6a7-460a-b164-751adfb71de0 · outbound

This paper cites an unresolved cited work.

FairTTTS: A Tree Test Time Simulation Method for Fairness-Aware Classification Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:36:45.223943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4035b738-968d-47b5-b5d8-2c890933f26b · outbound

This paper cites Alvarez, Kristen M.

FairTTTS: A Tree Test Time Simulation Method for Fairness-Aware Classification Alvarez, Kristen M

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T20:36:44.381278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74eea761-b524-49c4-b54b-01df09b322ba · outbound

This paper cites an unresolved cited work.

FairTTTS: A Tree Test Time Simulation Method for Fairness-Aware Classification Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:36:45.195535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 36a80e4a-f47f-46fe-b676-c1b1262f9dba · outbound

This paper cites an unresolved cited work.

FairTTTS: A Tree Test Time Simulation Method for Fairness-Aware Classification Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:36:45.180595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 60c1a93b-0aed-41a5-b864-6ceaba567817 · outbound

This paper cites an unresolved cited work.

FairTTTS: A Tree Test Time Simulation Method for Fairness-Aware Classification Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:36:45.166041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e04e8fcf-6ed7-4b6f-ba94-b53385bf554b · outbound

This paper cites an unresolved cited work.

FairTTTS: A Tree Test Time Simulation Method for Fairness-Aware Classification Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T20:36:44.399828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d67d5e8-0e8e-47b9-91f7-894c7711da39 · outbound

This paper cites an unresolved cited work.

FairTTTS: A Tree Test Time Simulation Method for Fairness-Aware Classification Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T20:36:44.404130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 475c726f-1dd7-49b6-950e-4359144a666d · outbound

This paper cites Zou, Venkatesh Saligrama, and Adam T.

FairTTTS: A Tree Test Time Simulation Method for Fairness-Aware Classification Zou, Venkatesh Saligrama, and Adam T

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:36:45.142618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 034aec29-7a9a-42fe-b12c-dde86aa9ba1f · outbound

This paper cites an unresolved cited work.

FairTTTS: A Tree Test Time Simulation Method for Fairness-Aware Classification Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T20:36:44.412935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d816c9e1-a319-46d9-8f6a-2773ff732416 · outbound

This paper cites Calmon, Dennis Wei, Bhargavi Vinzamuri, Karthikeyan Natesan Ramamurthy, and Kush R.

FairTTTS: A Tree Test Time Simulation Method for Fairness-Aware Classification Calmon, Dennis Wei, Bhargavi Vinzamuri, Karthikeyan Natesan Ramamurthy, and Kush R

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:36:45.118839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 54eda172-954b-4bd6-81eb-bb031aada8ab · outbound

This paper cites Fairness in Machine Learning: A Survey.

FairTTTS: A Tree Test Time Simulation Method for Fairness-Aware Classification Fairness in Machine Learning: A Survey

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T20:36:44.421392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 942c7427-25dd-4d96-a5bb-9e11c2178298 · outbound

This paper cites an unresolved cited work.

FairTTTS: A Tree Test Time Simulation Method for Fairness-Aware Classification Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:36:45.103767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 56b9c99f-92d9-41b2-b6e3-8a59f3541d99 · outbound

This paper cites an unresolved cited work.

FairTTTS: A Tree Test Time Simulation Method for Fairness-Aware Classification Unresolved cited work

Reference 14

Resolution: malformed identifier; no resolver link, observed 2026-08-10T20:36:44.430803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ccedcc8-dcec-4601-8551-3b9f0fc6a9e6 · outbound

This paper cites BiasGuard: Guardrailing Fairness in Machine Learning Production Systems.

FairTTTS: A Tree Test Time Simulation Method for Fairness-Aware Classification BiasGuard: Guardrailing Fairness in Machine Learning Production Systems

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-10T20:36:44.632131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 98ceafee-ed03-48e6-85cd-f14bec782840 · outbound

This paper cites an unresolved cited work.

FairTTTS: A Tree Test Time Simulation Method for Fairness-Aware Classification Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:36:45.088965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1ef4e261-186f-45c1-8815-d036bf11f311 · outbound

This paper cites an unresolved cited work.

FairTTTS: A Tree Test Time Simulation Method for Fairness-Aware Classification Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T20:36:44.443660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 902c90fe-ceb0-469d-9e8f-288964f1a972 · outbound

This paper cites an unresolved cited work.

FairTTTS: A Tree Test Time Simulation Method for Fairness-Aware Classification Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:36:45.064543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0449972a-49de-4ca1-9246-41c90bb53bd1 · outbound

This paper cites Certifying and removing disparate impact.

FairTTTS: A Tree Test Time Simulation Method for Fairness-Aware Classification Certifying and removing disparate impact

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T20:36:44.452090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b96c0189-3d72-4612-910d-979dd1bce2dd · outbound

This paper cites an unresolved cited work.

FairTTTS: A Tree Test Time Simulation Method for Fairness-Aware Classification Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:36:45.050212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b6b814ed-5215-40e4-ab3a-bbdaecbdf48a · outbound

This paper cites an unresolved cited work.

FairTTTS: A Tree Test Time Simulation Method for Fairness-Aware Classification Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:36:45.036354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d00017f9-86dd-461a-bcf9-e102a1b9c411 · outbound

This paper cites an unresolved cited work.

FairTTTS: A Tree Test Time Simulation Method for Fairness-Aware Classification Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:36:45.022504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f1005520-adb9-457a-b5e0-74a12bb4ce16 · outbound

This paper cites an unresolved cited work.

FairTTTS: A Tree Test Time Simulation Method for Fairness-Aware Classification Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:36:45.008601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 362d676b-8514-4b12-831e-e4e98f75da02 · outbound

This paper cites an unresolved cited work.

FairTTTS: A Tree Test Time Simulation Method for Fairness-Aware Classification Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:36:44.994125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3db4ac8b-b753-4e53-b57f-089c6377e176 · outbound

This paper cites an unresolved cited work.

FairTTTS: A Tree Test Time Simulation Method for Fairness-Aware Classification Unresolved cited work

Reference 25

Resolution: verified exact; doi, observed 2026-08-10T20:36:44.561018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f7f7af12-331d-4c72-b9c7-00c6f42ac58a · outbound

This paper cites an unresolved cited work.

FairTTTS: A Tree Test Time Simulation Method for Fairness-Aware Classification Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:36:44.979555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3a1313d5-7bb5-43bc-a2c4-4e195f80a3c8 · outbound

This paper cites an unresolved cited work.

FairTTTS: A Tree Test Time Simulation Method for Fairness-Aware Classification Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:36:44.965290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ff69fac0-c81a-4638-9a23-c6eb197b0b08 · outbound

This paper cites A statistical framework for fair predictive algorithms.

FairTTTS: A Tree Test Time Simulation Method for Fairness-Aware Classification A statistical framework for fair predictive algorithms

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-10T20:36:44.490839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 483873ce-e351-4838-89bd-b0028c6594e1 · outbound

This paper cites Williamson.

FairTTTS: A Tree Test Time Simulation Method for Fairness-Aware Classification Williamson

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:36:44.950960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 073f7657-a63e-430d-832e-8e212b0a5c3a · outbound

This paper cites an unresolved cited work.

FairTTTS: A Tree Test Time Simulation Method for Fairness-Aware Classification Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:36:44.936845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7043fb2f-2493-4193-b66c-f06d5ea82521 · outbound

This paper cites Weinberger.

FairTTTS: A Tree Test Time Simulation Method for Fairness-Aware Classification Weinberger

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:36:44.922122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4d977a6c-b897-4254-80a5-a5b3d786c50b · outbound

This paper cites an unresolved cited work.

FairTTTS: A Tree Test Time Simulation Method for Fairness-Aware Classification Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:36:44.905768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9fb308af-fe3e-4547-b915-a2af41e53b28 · outbound

This paper cites an unresolved cited work.

FairTTTS: A Tree Test Time Simulation Method for Fairness-Aware Classification Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:36:44.891407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation af8428ff-c996-4e3b-a124-d7bc8fe662ae · outbound

This paper cites an unresolved cited work.

FairTTTS: A Tree Test Time Simulation Method for Fairness-Aware Classification Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:36:44.876810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4fe8756b-08d5-4931-8a07-fc6fa24772d7 · outbound

This paper cites an unresolved cited work.

FairTTTS: A Tree Test Time Simulation Method for Fairness-Aware Classification Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:36:44.862813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3ad3c527-ecf4-4d2a-9777-6afa6c7c1314 · outbound

This paper cites an unresolved cited work.

FairTTTS: A Tree Test Time Simulation Method for Fairness-Aware Classification Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-10T20:36:44.848107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f7f93093-9e62-41c8-826f-d8b7a7e570df · outbound

This paper cites Knowledge and Information Systems 54 (2018), 95–122.

FairTTTS: A Tree Test Time Simulation Method for Fairness-Aware Classification Knowledge and Information Systems 54 (2018), 95–122

Reference 2018

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:36:45.209403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

No inbound Pith citation observations are available.