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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 2026-08-13T06:32:02.005865+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 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.620410Z digest=sha256:c5e0e231af7794f010dbe9ed1581957dfb374d81b7a682650a81969c13461a54

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 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.626332Z digest=sha256:d478bf1e9b4330cfdf985d41ac4d15003210ecdfb7a327fd9b5a8f105ebe14e9

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 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.631784Z digest=sha256:bb98ea29b383b89a7e93239857fdc498ceac36168075f58c98fe69f94a55a53b

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 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.637511Z digest=sha256:afd9d388e28c8761f5419727da1eec12f4964cb359a116057293521f38bea0af

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 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.643734Z digest=sha256:8becfd172d890b2293ed973f99009a33e0bb2a37d8166d54b7089ac0afdb8722

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 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.649382Z digest=sha256:2a77b7f75037c5158d4d313bb1190e3a1af181d65469dbbca559664c97f1fcc7

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 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.657894Z digest=sha256:c3abc6be0810dcd9d753f5d7b91f48bc3993081a695f74b68a3994950508c2ef

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 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.664769Z digest=sha256:e36b833aa2bd3dadd126faaa69ef7d2b6bd0d3cc424e97b986c32b335a705b97

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 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.670821Z digest=sha256:538a493e1a460a29b075cd106a989a95a6857c131af56570423f26318a1ed324

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 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.675989Z digest=sha256:d1e13db0505087067e1276f6969337548b56f85a05eee17133cf18f9045143da

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 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.682908Z digest=sha256:f37e10558e5595001b18f48bd2bbd9945d6a58b5bab7839f726dc33753c4eb95

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 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.688116Z digest=sha256:691fcc7cd8260258905b4eb9d96234e199b39cfdb6e454ca6d6c8342ba4d0b18

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 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.692890Z digest=sha256:cc581a21ca22464b7ac4320e348d88c21255ae578faf324875019e09cdc6c12b

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 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.697405Z digest=sha256:241780526f74a9deaf6e0846b05bea58f0e5099601c0ab9dc250db3b22a29438

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 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.702586Z digest=sha256:e32f4369329ff3cb955d5acf3b555e5a655c36707d73df5943fdda9e07e91c25

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 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.714519Z digest=sha256:5e6e2f61f3ec58dd525fc21c2ff128f1221168adae9757d47a4566afdffa1256

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 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.721492Z digest=sha256:ed485e4996307925b9c72ede5a2979198c3e5b2a023707dd6924c63af12aca20

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 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.733390Z digest=sha256:a79ca723a545b9dbafa612224bef963eb7e8c9226a14de67c4e7aceeb9bb3d45

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 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.738326Z digest=sha256:8e166d9fc094162ee99f2baa7694bf136c2f945b02d866d59b0e5155d897adc0

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 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.743537Z digest=sha256:307ffc16f827fd780cb73915c079e60cb6528f864eb0317a8dc87aa4dd41b393

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 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.755327Z digest=sha256:a165d9a083e1b7c28e72c5fe4dc3edd23746a135a8663079e6a5fd2956a15c16

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 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.760195Z digest=sha256:42d443a3787429ead57a2ef292a7ea9bbc62df60f33e9769358072064f303ee5

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 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.764899Z digest=sha256:4ea3ff0dcd68ce5d4fd1519e655087c0ac47ff0a81732c5e93c738f98804caf8

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 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.770239Z digest=sha256:2fdda4343afd115271e788189d12e7f8d2cb3dd07d8377e48276292ddbb9f3b7

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 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.776258Z digest=sha256:a1e0b240822c040b9c7e285865285087faa48a60b3bd26dc4e43d429f81a8307

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 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.791227Z digest=sha256:25b8d16ceceed5b6342366f3c0e7559364e2cfe1025e7b8caa124eba114aad53

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 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.796448Z digest=sha256:1e9c612d7e28794cb99339bd7a44a00bdb738142f967a8c7b28c98ec375018c3

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 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.803587Z digest=sha256:6d823c38681ceb4fe91dad5d12e8b2b01df4f4356f398aa7c908ef1946b7361f

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 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.809365Z digest=sha256:993e293ba02d37bbfe277bd9c1d052f7859c70896feecd9bd4b65cab5919cf4e

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 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.814337Z digest=sha256:fcc4095fb30373dfac5c34d9819414498848ab4a70ff92c93f104e5076df193a

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 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.819703Z digest=sha256:1090c89eade902a8bb40c7e3831a33c5a55f1197f16d5a0a648ad4448ef29db1

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 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.829902Z digest=sha256:f1ea1a3a1aa56b50e502ae7b91d6641db0a5fe0faf4a4aa17d125837b081828d

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 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.840490Z digest=sha256:dd428f9c9a7c7ab0fed0107269050ad38bda0582c017dfe26db3ea15cff0adf7

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 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.846135Z digest=sha256:4600224c84d3609e60f1ffb08695b35ec361d0bad7215e85d15da0447a443b40

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 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.851827Z digest=sha256:5159d57f6dbddd343b2d44e9e75804e3fcff05a9d3324f36676d6266df02427f

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 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.857065Z digest=sha256:be8d1252645903269ced85b3a516576f78887a1eb3b28b38a21db3d20cf11a07

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 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.865412Z digest=sha256:18bda2ab1e0d9b7c51c97f62e1776729a7031c2b6c5ec3408a1c8653636b661d

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 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.870100Z digest=sha256:71ef27bba61dae4183f8934c4428b72e112d739c44adbd871645fd3f65609099

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 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.874841Z digest=sha256:2151ba603dbcd360f1e7b9ab052d0dcf05aa9775fdc33fbb85d30b916e7fdd01

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 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.884362Z digest=sha256:4cd2e88397b568090bd4a9f34eacd395d43326def1bc37950f7a074f86409a15

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 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.889903Z digest=sha256:d4305f755bcb102162b5d1a9c12fbe9fca0842d64fdd6b37841672eb7586b1d9

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 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.904642Z digest=sha256:a96fffcbdb136dae5a072354ada9ee6325fadaac5f5f25127f78a9f9d7bbacff

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 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.909414Z digest=sha256:09027440649f2eb9c588886eb2062efa3725930897e26fa94a48f780ec664e34

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 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.918991Z digest=sha256:36b845b90cb7dc54b4d2eedf273037086e8ee12027fd0d387a635cccbceef0c5

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 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.923649Z digest=sha256:e20c2b88e644dee7c5bc06562dcd2cf2259e1e88a5920d0e44446f54b564df34

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 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.928243Z digest=sha256:5c77b45bcfb87887a38d47fc072b917545d7a3e202d3b83af6c3cf9520ff2fac

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 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.932997Z digest=sha256:e8169d39e04e93b3ece0f3d6e1156975f18bf9e845587e8065d05f7bf46ba468

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 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.937764Z digest=sha256:be5ea524fc3a63899c23f51008d6befc1fdb642be60d55ea360cda6b851b33c6

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 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.942803Z digest=sha256:df52e72f999fe0faf65500b8b07cf9509d72cf783209893b5cb7d9c2e58148a2

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.