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Paper Citation Record · LEDGER

Lookahead Counterfactual Fairness

As of 13 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 0 inbound Pith citation observations for arXiv:2412.01065.

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

pith.paper-citation-record.v1
2412.01065 v1

Coverage vector

measured 61 of 61 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T04:50:17.948652Z

measured 61 of 61 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

61 of 61 outbound references displayed

  • verified exact5
  • verified fuzzy44
  • unresolved12
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e26fd337-adea-4857-8d4c-81c936c19a85 · outbound

This paper cites https://www.kaggle.com/datasets/altruistdelhite04/loan-prediction-problem-dataset.

Lookahead Counterfactual Fairness https://www.kaggle.com/datasets/altruistdelhite04/loan-prediction-problem-dataset

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:50:19.053179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.620410Z digest=sha256:9d5fa86d88c96160428311f33586731bbbee88b391a088b5fab0fda1d8116a3d

Observation d445fc69-cff9-4c1f-88fc-89635f9de9a6 · outbound

This paper cites Counterfactual fairness in synthetic data generation.

Lookahead Counterfactual Fairness Counterfactual fairness in synthetic data generation

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:50:19.034958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.626332Z digest=sha256:4e01027a25d32e8214d90dffddca78b1855d8d23a7df50cc4232c91e4ef88f56

Observation 1b4ebfe2-f81c-4028-96a4-449a821b05b3 · outbound

This paper cites Imposing fairness constraints in synthetic data generation.

Lookahead Counterfactual Fairness Imposing fairness constraints in synthetic data generation

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:50:19.018378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.631784Z digest=sha256:d009fc386e26dfdc9c82e151b13a8fd7ff9540ad053613bbfc82fba769451107

Observation aef0ec88-19d3-4ada-9fcc-1d7f9e813802 · outbound

This paper cites Causal context connects counterfactual fairness to robust prediction and group fairness.

Lookahead Counterfactual Fairness Causal context connects counterfactual fairness to robust prediction and group fairness

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:50:19.000924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.637511Z digest=sha256:da2989d37bfbb9a0049de31bda389058ec0c327af05dfb3a8c50b1705f82ecac

Observation 2238d868-dac2-4364-94af-482b08e52c26 · outbound

This paper cites Information discrepancy in strategic learning.

Lookahead Counterfactual Fairness Information discrepancy in strategic learning

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:50:18.983843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.643734Z digest=sha256:53acf9a6220e9da14eba61784b68d5f5e139044abe1d78da655829b6e8553eeb

Observation c8c1a9dc-5cba-41eb-a276-084a292ec97a · outbound

This paper cites Estimating and penalizing induced preference shifts in recommender systems.

Lookahead Counterfactual Fairness Estimating and penalizing induced preference shifts in recommender systems

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:50:18.967792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.649382Z digest=sha256:26e13152c5c278e241697b4775032d7f7b9544a38cb0736b779fc7e7024a99eb

Observation 8a33d836-ff8f-40f4-9456-e883db701b3c · outbound

This paper cites Path-specific counterfactual fairness.

Lookahead Counterfactual Fairness Path-specific counterfactual fairness

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:50:18.952027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.657894Z digest=sha256:cac64eaada89f1ad81b1dfcc5810f9066836d3da552a43f9ca146ab3715a38f0

Observation 74ad543d-8fbf-469d-9eba-64c153adc588 · outbound

This paper cites Disparities in Dermatology AI: Assessments Using Diverse Clinical Images.

Lookahead Counterfactual Fairness Disparities in Dermatology AI: Assessments Using Diverse Clinical Images

Reference 8

Resolution
verified exact
local_arxiv, observed 2026-08-12T04:50:18.149879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.664769Z digest=sha256:6d32eb6c767b10655c84f7a71a7bc5a36f0bb2b79ea98ddcd0cd367d9831fc8c

Observation 1a2c0290-e4e9-4fff-a3e9-5802e35567c9 · outbound

This paper cites Amazon scraps secret ai recruiting tool that showed bias against women.

Lookahead Counterfactual Fairness Amazon scraps secret ai recruiting tool that showed bias against women

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:50:18.935241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.670821Z digest=sha256:cba344129a9e76ab4362ff6d504e99f370c181d742c05abd8cd1ceeedaad897d

Observation e6275d8a-6379-4157-9e67-a812cbf1a81b · outbound

This paper cites Transport-based counterfactual models.

Lookahead Counterfactual Fairness Transport-based counterfactual models

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:50:18.917651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.675989Z digest=sha256:e6a33522aa58be4e8d167200f4e657e7abfa4e3358d1b3e4555e6249c4e0a50c

Observation 6494385a-390f-4217-89fd-8bade825b363 · outbound

This paper cites Preference dynamics under personalized recommendations.

Lookahead Counterfactual Fairness Preference dynamics under personalized recommendations

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:50:18.896001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.682908Z digest=sha256:ad88dc4050caecf5d671a63af54a3c5944259a5b3c53320fb3e856734f145bbe

Observation bfed6709-749b-4ae3-b076-7199c4d75426 · outbound

This paper cites Online certification of preference-based fairness for personalized recommender systems.

Lookahead Counterfactual Fairness Online certification of preference-based fairness for personalized recommender systems

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:50:18.872832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.688116Z digest=sha256:363ddb605a6fbf8d6a2b8704e05eff9ad5f8efb87d82f944ee05b6ecf0681ab6

Observation ee18cf84-c9db-4937-b09a-e9ca9f1e2a16 · outbound

This paper cites Achieving counterfactual fairness with imperfect structural causal model.

Lookahead Counterfactual Fairness Achieving counterfactual fairness with imperfect structural causal model

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:50:18.855611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.692890Z digest=sha256:d12be097977eec28901e3a97967826dd181e182bc70d4fff1fcd6c09f7919ad7

Observation 773da82f-646a-4aca-b242-77025c33c7e5 · outbound

This paper cites Causal adversarial perturbations for individual fairness and robustness in heterogeneous data spaces.

Lookahead Counterfactual Fairness Causal adversarial perturbations for individual fairness and robustness in heterogeneous data spaces

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:50:18.832227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.697405Z digest=sha256:bcb06066a68e9d93d05edcee4a677b46e616d3eafcea8ec07ce90c842f9016a7

Observation 8e9102b1-4541-4f90-9723-00d7abd3d4d6 · outbound

This paper cites Towards long-term fairness in recommendation.

Lookahead Counterfactual Fairness Towards long-term fairness in recommendation

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:50:18.812125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.702586Z digest=sha256:486fd1d7763029d69450b733da5c5fb3a54f2f8d8e3efdf9cf9fac387034a2a2

Observation 64c7bbe7-5ccf-4333-9d58-82fefbe43fed · outbound

This paper cites Practical markov chain monte carlo.

Lookahead Counterfactual Fairness Practical markov chain monte carlo

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-12T04:50:17.709266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T04:50:17.709266Z digest=sha256:52ce5438c23364d9122f5c103b39fd25a5408dd2f1dbaac168252fa75c59faa2

Observation ad167801-7a02-4e31-817f-e1dc61fcbdd0 · outbound

This paper cites Causal inference in statistics: A primer.

Lookahead Counterfactual Fairness Causal inference in statistics: A primer

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:50:18.774646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.714519Z digest=sha256:ed7897702a0ec4d3b201fb43ca8f4a5a8cc6b21c62d09921a9732c90dce47bd9

Observation 4a011f04-7711-4e5c-814f-8f7924f5ee67 · outbound

This paper cites Precof: counterfactual explanations for fairness.

Lookahead Counterfactual Fairness Precof: counterfactual explanations for fairness

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:50:18.755382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.721492Z digest=sha256:bad00631ffcd27769f4ec08328c8cdb4685cfdaf000af59b9c3feec58b5caff5

Observation b5101ca4-b0d9-4f44-8630-7c9b4975af34 · outbound

This paper cites Strategic classification.

Lookahead Counterfactual Fairness Strategic classification

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-12T04:50:17.727109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T04:50:17.727109Z digest=sha256:aee03bc7f359066f2f2b969c9ba3cbebe7d488ed4df3d823fd4ba5ee0ab697ab

Observation de269c5b-4d95-44a7-9491-886a30db91e7 · outbound

This paper cites Equality of opportunity in supervised learning.

Lookahead Counterfactual Fairness Equality of opportunity in supervised learning

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:50:18.723381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.733390Z digest=sha256:d191861e11d7304c1c5b7fb124afeb4c1b64f9c2485e39eb02f7905f59ac1b8d

Observation e5081ff1-7b2d-4e8c-b98d-024baec87192 · outbound

This paper cites Runtime monitoring of dynamic fairness properties.

Lookahead Counterfactual Fairness Runtime monitoring of dynamic fairness properties

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:50:18.704141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.738326Z digest=sha256:d7a660699c5fb67fb412dad2a692d4765abef64d43101253276cb39e1597109e

Observation a3a8fa69-36b7-4d10-9a79-abc4b0c2304a · outbound

This paper cites Monitoring Algorithmic Fairness.

Lookahead Counterfactual Fairness Monitoring Algorithmic Fairness

Reference 22

Resolution
verified exact
local_arxiv, observed 2026-08-12T04:50:18.124461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.743537Z digest=sha256:c4d31a2dd913fa30515db0ab6831f24c59f1eb8018a80626a919b670c87e0b51

Observation 4f5ef0f7-077a-42f8-8fd5-9bb4507cdc56 · outbound

This paper cites Achieving long-term fairness in sequential decision making.

Lookahead Counterfactual Fairness Achieving long-term fairness in sequential decision making

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-12T04:50:17.748877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T04:50:17.748877Z digest=sha256:a283eafe376824af49fd38b885d3d9203eda646226aeb64ade93b655385eb455

Observation 92ea0d84-fbde-49a7-b571-0b43fb83c5f5 · outbound

This paper cites Fairness in algorithmic decision making: An excursion through the lens of causality.

Lookahead Counterfactual Fairness Fairness in algorithmic decision making: An excursion through the lens of causality

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:50:18.673030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.755327Z digest=sha256:c09c9628789a59e6d6133d4bd58f84d923d56d3c023fb06187a5d3d050ca8422

Observation a232cc56-a955-4ecd-bc03-169a6bae7ba2 · outbound

This paper cites Fair sequential selection using supervised learning models.

Lookahead Counterfactual Fairness Fair sequential selection using supervised learning models

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:50:18.654140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.760195Z digest=sha256:d96ec2a791a5f01024cef1aba4c7936ccef9e4c4b9e8f0ed7e2cf79fb2da0ee7

Observation 762cbc39-f095-47af-915c-d39291dcda28 · outbound

This paper cites Improving fairness and privacy in selection problems.

Lookahead Counterfactual Fairness Improving fairness and privacy in selection problems

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:50:18.635367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.764899Z digest=sha256:1547280fa53396bd4d80cb3513a6ff1bcecc8361c78a35dc27e0b137c9043127

Observation 242e56f8-ae78-4566-9c5b-463d0adf94c9 · outbound

This paper cites Loss balancing for fair supervised learning.

Lookahead Counterfactual Fairness Loss balancing for fair supervised learning

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:50:18.618027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.770239Z digest=sha256:8d1143ce479aa4c2d359082aeed13b58e358a0f5889c320510ba328152056a19

Observation d4e4a582-f939-4f6a-b0f2-cb8f68d90c26 · outbound

This paper cites Avoiding discrimination through causal reasoning.

Lookahead Counterfactual Fairness Avoiding discrimination through causal reasoning

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:50:18.601331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.776258Z digest=sha256:df3720feffc1cfb7cfae4e94693f0f66cbdb33772260bf48b8d6b9de92f7b12b

Observation 7a6b033d-ebf1-4403-bece-31ecc57f70dc · outbound

This paper cites Counterfactual fairness.

Lookahead Counterfactual Fairness Counterfactual fairness

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-12T04:50:17.781205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T04:50:17.781205Z digest=sha256:081eee71f24e51679941d774e29f928647e84f27cf143f65d1acf144609504dc

Observation 09a03669-253f-49c0-8be3-333e8d4bc6f9 · outbound

This paper cites Delayed impact of fair machine learning.

Lookahead Counterfactual Fairness Delayed impact of fair machine learning

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-12T04:50:17.786295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T04:50:17.786295Z digest=sha256:422a3fb4000a2f8243e23fdacbf6913efe64413e78e11bdfc111b0555937dcb0

Observation ae528fc9-77c3-430e-9de1-80908d5d536c · outbound

This paper cites The disparate equilibria of algorithmic decision making when individuals invest rationally.

Lookahead Counterfactual Fairness The disparate equilibria of algorithmic decision making when individuals invest rationally

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:50:18.561302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.791227Z digest=sha256:4a446329a1b26d4f68d2f388c8a768a086f714b39094a1b45863a2a27d9efbd1

Observation ca8837dc-431e-478e-ad63-07c575f02cc6 · outbound

This paper cites Learning for counterfactual fairness from observational data.

Lookahead Counterfactual Fairness Learning for counterfactual fairness from observational data

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:50:18.545519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.796448Z digest=sha256:9eba71255e839c2a8e745a84ffd254de20e04126f8c3dcd7556e3e956d74c826

Observation 19f86f6e-c08b-4f5a-8838-60cc3d1b4c3d · outbound

This paper cites Sequential Conditional Transport on Probabilistic Graphs for Interpretable Counterfactual Fairness.

Lookahead Counterfactual Fairness Sequential Conditional Transport on Probabilistic Graphs for Interpretable Counterfactual Fairness

Reference 33

Resolution
verified exact
local_arxiv, observed 2026-08-12T04:50:18.098002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.803587Z digest=sha256:b2fe04863e70f770a4dc3bb4644762180b350d07a75548cfa8d15dfc240c7f67

Observation 756a3c40-52b0-444a-88d8-05e073544d89 · outbound

This paper cites Strategic classification is causal modeling in disguise.

Lookahead Counterfactual Fairness Strategic classification is causal modeling in disguise

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:50:18.527921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.809365Z digest=sha256:f91ccf4c3cf8116e4e2cfb8f572e7f70e0caadbe6bcb13e37ceff56c42f5dcd1

Observation b845a8e5-9704-4348-bc8e-fd8a24329c4e · outbound

This paper cites Fair inference on outcomes.

Lookahead Counterfactual Fairness Fair inference on outcomes

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:50:18.512052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.814337Z digest=sha256:03075cf56661052f8d95571989571849a7fb3a5b1be599cdf89c3d43c5e3e057

Observation 69e2ac67-7f7d-412f-85b3-f12f9f60fb58 · outbound

This paper cites Counterfactual Identifiability of Bijective Causal Models.

Lookahead Counterfactual Fairness Counterfactual Identifiability of Bijective Causal Models

Reference 36

Resolution
verified exact
local_arxiv, observed 2026-08-12T04:50:18.072822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.819703Z digest=sha256:9735e92516d5757fe5d4262cdc985f420621ff46c6bfd0405571f47b8550a0b1

Observation f6c19093-ca35-4b13-8012-de6a6b1ba383 · outbound

This paper cites Models, reasoning and inference.

Lookahead Counterfactual Fairness Models, reasoning and inference

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-12T04:50:17.825090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T04:50:17.825090Z digest=sha256:3f5b77582935d3ff5fccb8a82e4cbe9458df0885884c8e161aab217e01026356

Observation 3f84a666-2aec-430f-b146-b4dbc871e0a7 · outbound

This paper cites The matrix reloaded: Towards counterfactual group fairness in machine learning.

Lookahead Counterfactual Fairness The matrix reloaded: Towards counterfactual group fairness in machine learning

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:50:18.484398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.829902Z digest=sha256:bdc1fa57664eed9ca4a333205d8ab62c38566f7ed9f95c261d785564c04c6bd0

Observation 75e94cb8-0595-4dc0-980c-c2593823e2ed · outbound

This paper cites Aligning (Medical) LLMs for (Counterfactual) Fairness.

Lookahead Counterfactual Fairness Aligning (Medical) LLMs for (Counterfactual) Fairness

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-12T04:50:17.835133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T04:50:17.835133Z digest=sha256:c32fcfac3fa7a8f792c0a76f80cd731b27c99f128ccb9fea4db0c48858d41833

Observation 5c3352a0-dbe7-477d-9818-9f3c47abb474 · outbound

This paper cites From predictions to decisions: Using lookahead regularization.

Lookahead Counterfactual Fairness From predictions to decisions: Using lookahead regularization

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:50:18.466551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.840490Z digest=sha256:5970de6c74da7d5c159d94ed8180c4711d6b7479abd51044248e307ffc1ff467

Observation 81904313-8059-49cb-a0fc-71fc1f2c342b · outbound

This paper cites Average user-side counterfactual fairness for collaborative filtering.

Lookahead Counterfactual Fairness Average user-side counterfactual fairness for collaborative filtering

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:50:18.447651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.846135Z digest=sha256:e6e034b9d173671f6895ee0f0a568f87e3ad9d2816019dada4c9bc1cea5cce33

Observation a468af4c-e7d6-4705-868b-6b7645e0dbd5 · outbound

This paper cites Causal strategic linear regression.

Lookahead Counterfactual Fairness Causal strategic linear regression

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:50:18.430899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.851827Z digest=sha256:a0f8441fcc5404d649403d51dc95129b924efc855c8311612fdb29e895185dcd

Observation d0942219-1ad5-4b16-8ba5-643b2597106a · outbound

This paper cites Tier Balancing: Towards Dynamic Fairness over Underlying Causal Factors.

Lookahead Counterfactual Fairness Tier Balancing: Towards Dynamic Fairness over Underlying Causal Factors

Reference 43

Resolution
verified exact
local_arxiv, observed 2026-08-12T04:50:18.032063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.857065Z digest=sha256:f333838017fd97a7ba9e5a72dac37250734de12adfd893fde37038c3203323f1

Observation 0cc194f7-4006-4084-84ca-5da1013cc5a0 · outbound

This paper cites Why machine learning may lead to unfairness: Evidence from risk assessment for juvenile justice in catalonia.

Lookahead Counterfactual Fairness Why machine learning may lead to unfairness: Evidence from risk assessment for juvenile justice in catalonia

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:50:18.410961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.865412Z digest=sha256:6087915ace3f8300887876cfc76e9b02a3a5b0aa5efe6fa5e76b125cde5b3c5d

Observation b8b8ebfc-345f-4324-970a-53d0f8350d1c · outbound

This paper cites Advancing graph counterfactual fairness through fair representation learning.

Lookahead Counterfactual Fairness Advancing graph counterfactual fairness through fair representation learning

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:50:18.394145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.870100Z digest=sha256:331edf4209edafdcf08908f7ca85548ec0f248e425068a6366b56c09551a009c

Observation 6f6365e4-e445-439d-bc05-986ae24fd033 · outbound

This paper cites Toward fair graph neural networks via real counterfactual samples.

Lookahead Counterfactual Fairness Toward fair graph neural networks via real counterfactual samples

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:50:18.377502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.874841Z digest=sha256:7d6a8e986e34c92758ce318dd22b193aa92cef451e8eedada680acc9b399e65d

Observation 718cd8b1-42c4-4f3e-8540-ac1362ea97f9 · outbound

This paper cites Lsac national longitudinal bar passage study.

Lookahead Counterfactual Fairness Lsac national longitudinal bar passage study

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-12T04:50:17.879500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T04:50:17.879500Z digest=sha256:d3fc784140d06b5e0a51b3cab70f75e2cbd9073d90c29be26e73256294b17f49

Observation 075094e5-71aa-4f0b-a63b-253983256ad4 · outbound

This paper cites Counterfactual fairness: Unidentification, bound and algorithm.

Lookahead Counterfactual Fairness Counterfactual fairness: Unidentification, bound and algorithm

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:50:18.350014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.884362Z digest=sha256:fb5a531561b5f489bce0e704f50efb19104e8adee48af927fe254e27a356d82b

Observation c55e323a-c9a2-4a39-8102-d80c749b7d62 · outbound

This paper cites Mirrorfair: Fixing fairness bugs in machine learning software via counterfactual predictions.

Lookahead Counterfactual Fairness Mirrorfair: Fixing fairness bugs in machine learning software via counterfactual predictions

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:50:18.334133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.889903Z digest=sha256:a8626360ab8cba952e0a8643c1bd6c75567e63664cad9cd9084eb43b456cfe1b

Observation 4889aa02-18d7-4325-b8e5-48a38fcd3265 · outbound

This paper cites Automating Data Annotation under Strategic Human Agents: Risks and Potential Solutions.

Lookahead Counterfactual Fairness Automating Data Annotation under Strategic Human Agents: Risks and Potential Solutions

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-12T04:50:17.894544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T04:50:17.894544Z digest=sha256:c076a96417f0eb17768bef99c6e353541e6c6f863e2eca7cc110b8e39b36cb60

Observation 89f3c75a-3b17-4c90-9810-b2da1f8fa5d8 · outbound

This paper cites Non-linear Welfare-Aware Strategic Learning.

Lookahead Counterfactual Fairness Non-linear Welfare-Aware Strategic Learning

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-12T04:50:17.899605Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T04:50:17.899605Z digest=sha256:a75bf1ced34815468a72ac9fa975b4be9327daec68df1d7e00a06a25bfe86508

Observation 665d2bd1-eabd-4ace-ad68-c34d75c85d18 · outbound

This paper cites Learning under imitative strategic behavior with unforeseeable outcomes.

Lookahead Counterfactual Fairness Learning under imitative strategic behavior with unforeseeable outcomes

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:50:18.317785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.904642Z digest=sha256:345238faac240799c5ad9d87b174f53f7e6808b1c182c15705698f62272f8b63

Observation d81b57be-e344-412c-9ea9-f9c7cbc20304 · outbound

This paper cites Achieving differential privacy and fairness in logistic regression.

Lookahead Counterfactual Fairness Achieving differential privacy and fairness in logistic regression

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:50:18.300511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.909414Z digest=sha256:d95b23439cf85d2a4b9fb4e937e1d2438094559bf4e65d1b58135aba9f8b10fe

Observation 2126328f-6a42-4585-a55c-a8825b12e916 · outbound

This paper cites Fairness beyond disparate treatment & disparate impact: Learning classification without disparate mistreatment.

Lookahead Counterfactual Fairness Fairness beyond disparate treatment & disparate impact: Learning classification without disparate mistreatment

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-12T04:50:17.914277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T04:50:17.914277Z digest=sha256:f0397d90da9d1b8cd4e4eef8188d191d30342940922d2fa70703624150b89f25

Observation 67f611bb-949a-4ff3-8b65-46d5be193be3 · outbound

This paper cites Group retention when using machine learning in sequential decision making: the interplay between user dynamics and fairness.

Lookahead Counterfactual Fairness Group retention when using machine learning in sequential decision making: the interplay between user dynamics and fairness

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:50:18.270416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.918991Z digest=sha256:95e497f64f0f5f7937900730ab81cc4ed9069bad19bc696951d13fde4c2345cd

Observation 83f6919f-91af-4c86-9bac-122c84a3823b · outbound

This paper cites How do fair decisions fare in long-term qualification? Advances in Neural Information Processing Systems, 33: 0 18457--18469, 2020.

Lookahead Counterfactual Fairness How do fair decisions fare in long-term qualification? Advances in Neural Information Processing Systems, 33: 0 18457--18469, 2020

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:50:18.252130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.923649Z digest=sha256:b30b3a8b6c057110518437794621dd260f547e8981d5e55c5702dae0feb2e23f

Observation 18ad810e-3e00-4232-a66f-a613420311f8 · outbound

This paper cites Fairness interventions as ( D is) I ncentives for strategic manipulation.

Lookahead Counterfactual Fairness Fairness interventions as ( D is) I ncentives for strategic manipulation

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:50:18.233851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.928243Z digest=sha256:8ebbc91ee87af4196517bc01d8b114a9c084377f32c2c4abd78335eba13834ea

Observation b274307c-637b-4ff3-afe5-dddec83a6da4 · outbound

This paper cites Improving practical counterfactual fairness with limited causal knowledge.

Lookahead Counterfactual Fairness Improving practical counterfactual fairness with limited causal knowledge

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:50:18.217224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.932997Z digest=sha256:06d7ded07ff78b3de44e22a5af0eb3d71f22b82118073c03f963ae4df6960671

Observation 915e8a1f-45b9-47e0-8740-d7b04c532b89 · outbound

This paper cites Counterfactual fairness with partially known causal graph.

Lookahead Counterfactual Fairness Counterfactual fairness with partially known causal graph

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:50:18.200672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.937764Z digest=sha256:d91f1722aba760c77717442ee0b3403b3c2f2707bcac726897358c7b54e06c4e

Observation 3cb7cf84-5099-4138-82ee-167790604d61 · outbound

This paper cites Counterfactually fair representation.

Lookahead Counterfactual Fairness Counterfactually fair representation

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T04:50:18.184139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.942803Z digest=sha256:b539a5da7d042f1994a3af3374899bdb724dc4f7da7fc72c156111b1b5471da1

Observation 4849a0ab-2c87-4b37-a80e-70a16c48cf4d · outbound

This paper cites write newline.

Lookahead Counterfactual Fairness write newline

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-12T04:50:17.948652Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T04:50:17.948652Z digest=sha256:efd3f797d6604a03627cbd1c8ffe879605554fe1ced14681f1ef99cc2b00cdac

Pith citing papers

No inbound Pith citation observations are available.