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Paper Citation Record · LEDGER

A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks

As of 10 August 2026, this Paper Citation Record lists 68 of 68 outbound references and 0 inbound Pith citation observations for arXiv:2603.21393.

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

pith.paper-citation-record.v1
2603.21393 v2

Coverage vector

measured 68 of 68 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T17:46:41.169991Z

measured 68 of 68 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

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Source: cited_works

Reference resolution

68 of 68 outbound references displayed

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External citation measurements

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Outbound references

Observation b7a3b23a-6ef6-4f0d-900a-74a3fa1f4575 · outbound

This paper cites an unresolved cited work.

A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks Unresolved cited work

Reference 1

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Observation cf08cf53-3da2-48d5-bc33-07780e8c8cbe · outbound

This paper cites an unresolved cited work.

A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks Unresolved cited work

Reference 2

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This paper cites an unresolved cited work.

A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks Unresolved cited work

Reference 3

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Observation f66efe45-34f4-42bd-94a0-8f684369fa65 · outbound

This paper cites and Briand, L.

A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks and Briand, L

Reference 4

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This paper cites A., Christopher, C.

A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks A., Christopher, C

Reference 5

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This paper cites and Ng, Y.-K.

A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks and Ng, Y.-K

Reference 6

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A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks Unresolved cited work

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A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks Unresolved cited work

Reference 8

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This paper cites N., Benbelghit, A., and Belhaouari, S.

A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks N., Benbelghit, A., and Belhaouari, S

Reference 9

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A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks and Gey, F

Reference 10

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A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks and Zhu, F

Reference 11

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A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks Unresolved cited work

Reference 12

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Observation ffd0b944-9251-4188-8078-c05fac3198c0 · outbound

This paper cites and Haas, C.

A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks and Haas, C

Reference 13

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Observation 3019d1f0-aa21-4b28-bfc1-ebc24474c029 · outbound

This paper cites Fairness Testing: A Comprehensive Survey and Analysis of Trends.

A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks Fairness Testing: A Comprehensive Survey and Analysis of Trends

Reference 14

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A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks M., Sarro, F., and Harman, M

Reference 15

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A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks M., Sarro, F., and Harman, M

Reference 16

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A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks Unresolved cited work

Reference 17

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A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks Unresolved cited work

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A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks Unresolved cited work

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A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks Unresolved cited work

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A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks Unresolved cited work

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A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks Unresolved cited work

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A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks Unresolved cited work

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A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks D., Marco, A

Reference 26

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This paper cites EU AI Act: first regulation on artificial intelligence |News|European Parliament.

A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks EU AI Act: first regulation on artificial intelligence |News|European Parliament

Reference 27

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A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks Unresolved cited work

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A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks Fairlearn documentation

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A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey

Reference 30

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A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks K., Mirkes, E

Reference 31

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A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks and Schapire, R

Reference 32

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A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks A., Scheidegger, C., Venkatasubramanian, S., Choudhary, S., Hamilton, E

Reference 33

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A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks Unresolved cited work

Reference 34

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A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks T., and Yoo, S

Reference 35

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A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks Unresolved cited work

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A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks M., Sarro, F., and Harman, M

Reference 37

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A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks M., Harman, M., and Sarro, F

Reference 38

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Observation cb9a3b6b-17fc-4bb9-a1fa-758224d54dab · outbound

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Observation 656b6f50-cdb1-424e-9e68-471f2dd8f701 · outbound

This paper cites and Calders, T.

A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks and Calders, T

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Observation ebd75bed-a460-4b00-b73f-db2b2023da0a · outbound

This paper cites Inherent Trade-Offs in the Fair Determination of Risk Scores.

A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks Inherent Trade-Offs in the Fair Determination of Risk Scores

Reference 41

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Observation 0b1f1468-e80b-4ed9-8658-7e11fe3c238e · outbound

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A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks and Warmuth, M

Reference 42

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Observation d7805fff-f94e-42c2-a356-fedfb63be698 · outbound

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A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks Unresolved cited work

Reference 43

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Observation 669d0aa6-eecd-4e64-8eb2-64016228b600 · outbound

This paper cites and others (1996).

A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks and others (1996)

Reference 44

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Observation 503e892d-119a-453d-a2f3-749f105bdb75 · outbound

This paper cites an unresolved cited work.

A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks Unresolved cited work

Reference 45

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This paper cites an unresolved cited work.

A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks Unresolved cited work

Reference 46

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Observation 9e161de8-d3d9-44f2-8fe0-cf2b2261a7e7 · outbound

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A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks Unresolved cited work

Reference 47

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Observation 28959f18-9de2-418c-a109-af726eee33bd · outbound

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A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks Unresolved cited work

Reference 48

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Observation 795effa4-fc85-460e-b86e-887672e91185 · outbound

This paper cites an unresolved cited work.

A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks Unresolved cited work

Reference 49

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Observation 63154a19-6bfb-4c77-8b67-660610dc60bf · outbound

This paper cites an unresolved cited work.

A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks Unresolved cited work

Reference 50

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Observation d5d04c01-e585-46ec-b048-f08e7566870e · outbound

This paper cites an unresolved cited work.

A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks Unresolved cited work

Reference 51

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Observation c9050c00-def0-44bf-9a20-3f265e2a2632 · outbound

This paper cites Blackbox Post-Processing for Multiclass Fairness.

A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks Blackbox Post-Processing for Multiclass Fairness

Reference 52

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Observation b8e27acc-97a5-4f0b-9fb5-3370b20b2d4d · outbound

This paper cites an unresolved cited work.

A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks Unresolved cited work

Reference 53

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Observation 8900ad8f-0512-48c3-9be7-40ac5a193b49 · outbound

This paper cites an unresolved cited work.

A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks Unresolved cited work

Reference 54

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Observation dfb4ec67-7c60-4e40-9a56-09a77c79a047 · outbound

This paper cites and Fitzpatrick-Lins, K.

A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks and Fitzpatrick-Lins, K

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Observation 232fff12-06e4-447c-ae85-cbf51d9ea56b · outbound

This paper cites and Baveja, A.

A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks and Baveja, A

Reference 56

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Observation 88d9b969-4681-4da4-883b-877818de9a21 · outbound

This paper cites an unresolved cited work.

A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks Unresolved cited work

Reference 57

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Observation 52826dcb-7897-47b1-a820-96acb46aa871 · outbound

This paper cites an unresolved cited work.

A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks Unresolved cited work

Reference 58

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Observation c84af2e5-b17c-4e21-8da7-3f78c6982655 · outbound

This paper cites an unresolved cited work.

A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks Unresolved cited work

Reference 59

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Observation cb738a0c-fb69-4722-bdb8-a20e4422d64a · outbound

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A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks P., Singla, A., Weller, A., and Zafar, M

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Observation 22879a09-815a-4aec-b2db-477ab205e05b · outbound

This paper cites an unresolved cited work.

A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks Unresolved cited work

Reference 61

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Observation 380a83a8-8433-454f-8f06-50de1da02277 · outbound

This paper cites Fairness-aware Configuration of Machine Learning Libraries.

A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks Fairness-aware Configuration of Machine Learning Libraries

Reference 62

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Observation 9fb0fb4e-8559-4225-9b5b-af75eb937af7 · outbound

This paper cites an unresolved cited work.

A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks Unresolved cited work

Reference 63

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Observation 1abacb47-fe9b-409b-ac56-a3c1239f97c4 · outbound

This paper cites an unresolved cited work.

A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks Unresolved cited work

Reference 64

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Observation 86e45d15-efc2-4165-a5e9-41dbba532a70 · outbound

This paper cites an unresolved cited work.

A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks Unresolved cited work

Reference 65

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source=pdf_text observed=2026-08-02T17:46:41.167814Z digest=sha256:7639e24a0db400d197928f3f66a3fc3476fbc5c4610dd2a9215e3ba3dacc803c

Observation c697baa2-e84f-443d-bb05-557c844dcb06 · outbound

This paper cites M., Ezz, M., and Almuayqil, S.

A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks M., Ezz, M., and Almuayqil, S

Reference 66

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source=pdf_text observed=2026-08-02T17:46:41.165772Z digest=sha256:1d7f1a4ecc9c10d45a1f2ad4522fbdb2b5de021f2e74242b1d38d93a5c968145

Observation 7e60535e-e101-48e1-9fb1-28150bc42366 · outbound

This paper cites P., and Zaiane, O.

A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks P., and Zaiane, O

Reference 68

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Observation 2b86ed3f-e3b2-4d1b-a4f7-70fce97c3872 · outbound

This paper cites an unresolved cited work.

A Generalised Exponentiated Gradient Approach to Enhance Fairness in Binary and Multi-class Classification Tasks Unresolved cited work

Reference 520

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source=pdf_text observed=2026-08-02T17:46:41.099427Z digest=sha256:1ae7def4c89082cfd2d1aeff01ce69b2ec8a313dd52d17254463a47dee6c531b

Pith citing papers

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