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Paper Citation Record · LEDGER

Lookahead Counterfactual Fairness

As of 15 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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.620410Z digest=sha256:e8934563a84804754c867f903be138e8ac13bbdb2200fc8e56d8d1efcd744843

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.626332Z digest=sha256:411a10c449114b648c5790a8be977e78ac2c49587007db3e396c65e0c56bdfa5

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.631784Z digest=sha256:aa8ca66acc9314faedb078587647ee1424f75877d6bbf2e92c641cd2706c817c

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.637511Z digest=sha256:dfeb6056844c383f2d2febc07a266579fa582983501bc09fa1d28f8eaf12f685

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.643734Z digest=sha256:3599a9611deac43ce805a7bd0154c7189d184690b8c7b0edeb5f26a2f8cfecd6

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.649382Z digest=sha256:6c50b349ce5b7039e71bce8c65d38813dc5a3493be51a894b9e5892e53ae08e5

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.657894Z digest=sha256:0888b19c04ed57a5e4374b4560e4803a23425dcf832323e0b7245847dcdbe8f0

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.664769Z digest=sha256:b068701c0d61c33ab4c1b13d8b729a583267fabc61e835e96e997e3d12f860a3

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.670821Z digest=sha256:f7bf14cd338597980a76b48935f37f49e6de8a8596afa49e3d39297f34769e70

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.675989Z digest=sha256:eb343c4f640f9a2fb6e4c1f0dd43130b91c6060ac420a17e8e9216afda4e9a5a

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.682908Z digest=sha256:5f6f06519ef0f35b2a8428b8ef138effb131b428472645c77535c2fff036aeee

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.688116Z digest=sha256:c0ae362ffbfe93aa6869434f736df1b92af9cc99ed19104b630bc0d5af7f3382

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.692890Z digest=sha256:d00c32ad2e9e224c2239d78ff57a7893ab353e6ac6f26ef90011013dd3873702

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.697405Z digest=sha256:9c690ab9191a3bd3560187e29580cc12a774ef434cb6b61f90f08c168a82d94d

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.702586Z digest=sha256:ac24c3a8ea7bffe769bb7de0f43be12fd0ed1c60b9a6b50908fc221b0b1d8ffb

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.714519Z digest=sha256:e8240eec17a74a65649e93c732e546bd856b6c95260dff6119d526a9d76319fc

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.721492Z digest=sha256:f045bb170cfe86e1bcf88e155f80420a66fd5171a823c14b7ef645f935b1a345

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.733390Z digest=sha256:88be9f819b904bd157bcb3ce7cccac2451782ed8e748b3ba79cf690b23727f0b

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.738326Z digest=sha256:f869d7291f901a9aacf46da16294ee398478939dc8860b7187c75a5fda350cc5

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.743537Z digest=sha256:a16c4c4482f26926f6c877514094b6e171c35c1411335ec7b35040cf46d6d0fc

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.755327Z digest=sha256:5a4b7d03b9f74b5f180c8e4e55218dcc8087ed28952c24b05854029df8d3e2f5

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.760195Z digest=sha256:ce0777da54b45a1c77c772b097d42db2a005a3349e611f5a04beb20b53aa9389

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.764899Z digest=sha256:dd3d899d25474996cca5955588fc2d37483bd45dded16fae04942f81833f998c

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.770239Z digest=sha256:c449d223f2a68752728e0e2ee7a6c4c7c5cfb412af678310a2c6a337330bee81

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.776258Z digest=sha256:6fb10d2f23feb89b6845b39c478f4b867a48e37fc9a9af1094d8ba0bd157e38d

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.791227Z digest=sha256:88def97b9e8da591e156b14bacb26fa0946ac006f7f8a22a389b30d042892c4a

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.796448Z digest=sha256:9609dfc821220f01f5f988b4062d06450741d5fe129a9b330d176ef9d97afc1c

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.803587Z digest=sha256:d6b178ed6dddb31ace6c48f5b198b2fde3a8847efb9f93993d5639b44c2f2720

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.809365Z digest=sha256:91773911f5da701cc67023ad98993f1b40ed8317e3cedf6a81a0d928111cfa5a

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.814337Z digest=sha256:989750dfa19788f7f0039490d2252ca7089eb5db83b75ea8cf7c3ca5c4a502db

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.819703Z digest=sha256:af4ad178b3b5f29093bc96da4102a00308de16431af0f060f7abae0aee42e9ba

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.829902Z digest=sha256:234135b9454262677f850708634fda1679990e2312a9d719f68791da4216c0e9

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.840490Z digest=sha256:0d9187db6270511b9fc21094426d01a3dd7659ee22be5054744fa6c42d54c90c

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.846135Z digest=sha256:e12b853d66e1f6dc9659615284c69a7e65ee71741d8d156c7c3b1f8a11db87f1

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.851827Z digest=sha256:6f7b465d79b39603a76080ede42294aff4c3a5a0991cbeed5bc8c590b03a3508

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.857065Z digest=sha256:744e959e9026f902892c8f86a799a5ce6397bf150f8a44adbb0e8bfd41a81d0e

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.865412Z digest=sha256:cde88b0b9907df31937504a171dea829dd3f52c303314904558ebf795dfed246

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.870100Z digest=sha256:56a7e98d64de3041d180b90d1f4a46e6180c691ff3603e310b026fa962a72033

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.874841Z digest=sha256:afde32b3dc57140f6f7958eb874bed36e4f8212da3044e8f3fa20de3ff017aed

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.884362Z digest=sha256:cb5bdde812cf93a1ddac42fbb98bca9b397870963b9f690edc6fe109dfe0a4d9

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.889903Z digest=sha256:6f800a3fe4975668312778b77952dedd43c07699fa184f2c35dc31236b7b6489

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.904642Z digest=sha256:9b803bb2d85fa5fd10fd6f3eb129d793fb5819f2dff25e9328621f5fd1a391d3

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.909414Z digest=sha256:62c6c93e4214dbee3cf6bd408ce9c85d6ce675ce64c52e8fc9670520ef16401d

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.918991Z digest=sha256:9d774bf081147d29991ef28467c946846e88bfc10203efc796be8b01ceaee27e

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.923649Z digest=sha256:d078b4b788e6d562ff8a0e66100b16879abf20e440cd2acb83d74b7f7c626b6c

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.928243Z digest=sha256:530d5f3d1789f4385e469ccad92c482c8f47ffc113dc9e907e5e01b5c304b229

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.932997Z digest=sha256:8a0eb3116d86d9d223fd8a84533c81a0792db1bc40f8e7425a3b98327bdd204a

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.937764Z digest=sha256:d9ba8685999dd1b4a2aeb8d0817f55d790646a75ad91bf66b04206a9dd8fe2a2

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 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-08-12T04:50:17.942803Z digest=sha256:57889fd61c3b0f018e05ee848f45f783b346265e4db6bb5bd97f22162689fcf5

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.