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Paper Citation Record · LEDGER

SOMtime the World Ain$'$t Fair: Violating Fairness Using Self-Organizing Maps

As of 18 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 0 inbound Pith citation observations for arXiv:2602.18201.

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

pith.paper-citation-record.v1
2602.18201 v2

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T22:03:57.561827Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

37 of 37 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b5776000-7f3b-4aa5-be50-6d3516e4bf0b · outbound

This paper cites Census-Income (KDD).

SOMtime the World Ain$'$t Fair: Violating Fairness Using Self-Organizing Maps Census-Income (KDD)

Reference 1

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Observation 4f4ab7a5-1d25-451f-945d-0a25070a0ecf · outbound

This paper cites an unresolved cited work.

SOMtime the World Ain$'$t Fair: Violating Fairness Using Self-Organizing Maps Unresolved cited work

Reference 2

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Observation 1868f506-989b-4636-a206-014252ebcbe3 · outbound

This paper cites an unresolved cited work.

SOMtime the World Ain$'$t Fair: Violating Fairness Using Self-Organizing Maps Unresolved cited work

Reference 3

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This paper cites an unresolved cited work.

SOMtime the World Ain$'$t Fair: Violating Fairness Using Self-Organizing Maps Unresolved cited work

Reference 4

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Observation 2cb5fbb0-a872-4255-9907-d86755b50bce · outbound

This paper cites an unresolved cited work.

SOMtime the World Ain$'$t Fair: Violating Fairness Using Self-Organizing Maps Unresolved cited work

Reference 5

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Observation 3a20cc3a-7adf-4d95-a973-9edfd79788b4 · outbound

This paper cites an unresolved cited work.

SOMtime the World Ain$'$t Fair: Violating Fairness Using Self-Organizing Maps Unresolved cited work

Reference 6

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SOMtime the World Ain$'$t Fair: Violating Fairness Using Self-Organizing Maps Unresolved cited work

Reference 7

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Observation c0597ce6-bf9e-41a6-b8d3-c427b31fdd16 · outbound

This paper cites an unresolved cited work.

SOMtime the World Ain$'$t Fair: Violating Fairness Using Self-Organizing Maps Unresolved cited work

Reference 8

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Observation cd2c0484-7cc0-4585-a567-3417b9dca9a3 · outbound

This paper cites an unresolved cited work.

SOMtime the World Ain$'$t Fair: Violating Fairness Using Self-Organizing Maps Unresolved cited work

Reference 9

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Observation 0b8f1d5b-5c81-40d6-a548-eaa8a0d89278 · outbound

This paper cites A Survey on Recent Advances in Self-Organizing Maps.

SOMtime the World Ain$'$t Fair: Violating Fairness Using Self-Organizing Maps A Survey on Recent Advances in Self-Organizing Maps

Reference 10

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Observation 3a3ad562-fe35-447f-949f-cb27a41c78c1 · outbound

This paper cites an unresolved cited work.

SOMtime the World Ain$'$t Fair: Violating Fairness Using Self-Organizing Maps Unresolved cited work

Reference 11

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Observation c781a6ff-8732-49d3-804e-47f2d132f1ad · outbound

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SOMtime the World Ain$'$t Fair: Violating Fairness Using Self-Organizing Maps Unresolved cited work

Reference 12

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Observation 6261d28d-10df-4c6f-bb5b-4e7de4672dc1 · outbound

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SOMtime the World Ain$'$t Fair: Violating Fairness Using Self-Organizing Maps Unresolved cited work

Reference 13

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Observation 3079c557-4071-449a-9bf7-704c1f89778a · outbound

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

SOMtime the World Ain$'$t Fair: Violating Fairness Using Self-Organizing Maps Inherent Trade-Offs in the Fair Determination of Risk Scores

Reference 14

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Observation 4ce5478c-36f7-4593-bd57-4279788a7e8c · outbound

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SOMtime the World Ain$'$t Fair: Violating Fairness Using Self-Organizing Maps Unresolved cited work

Reference 15

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SOMtime the World Ain$'$t Fair: Violating Fairness Using Self-Organizing Maps Unresolved cited work

Reference 16

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Observation 5661221a-cdd5-4221-8a3e-3c90ac6bc0c3 · outbound

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SOMtime the World Ain$'$t Fair: Violating Fairness Using Self-Organizing Maps Unresolved cited work

Reference 17

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SOMtime the World Ain$'$t Fair: Violating Fairness Using Self-Organizing Maps Unresolved cited work

Reference 18

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Observation 44de039d-c813-49a5-97d3-f160a05a43cf · outbound

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SOMtime the World Ain$'$t Fair: Violating Fairness Using Self-Organizing Maps Unresolved cited work

Reference 19

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Observation 47a2bfaa-66c5-484d-bcc0-68d3928e9543 · outbound

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SOMtime the World Ain$'$t Fair: Violating Fairness Using Self-Organizing Maps Unresolved cited work

Reference 20

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Observation 36cb16ab-5157-4e15-a0b1-509907db4b8f · outbound

This paper cites Learning Adversarially Fair and Transferable Representations.

SOMtime the World Ain$'$t Fair: Violating Fairness Using Self-Organizing Maps Learning Adversarially Fair and Transferable Representations

Reference 21

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Observation ee75ec45-24f0-4d32-ba2c-c706d5e9ea04 · outbound

This paper cites UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction.

SOMtime the World Ain$'$t Fair: Violating Fairness Using Self-Organizing Maps UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

Reference 22

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SOMtime the World Ain$'$t Fair: Violating Fairness Using Self-Organizing Maps Unresolved cited work

Reference 23

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SOMtime the World Ain$'$t Fair: Violating Fairness Using Self-Organizing Maps Unresolved cited work

Reference 24

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SOMtime the World Ain$'$t Fair: Violating Fairness Using Self-Organizing Maps Unresolved cited work

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SOMtime the World Ain$'$t Fair: Violating Fairness Using Self-Organizing Maps Unresolved cited work

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SOMtime the World Ain$'$t Fair: Violating Fairness Using Self-Organizing Maps Unresolved cited work

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SOMtime the World Ain$'$t Fair: Violating Fairness Using Self-Organizing Maps The Price of Fair PCA: One Extra Dimension

Reference 28

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SOMtime the World Ain$'$t Fair: Violating Fairness Using Self-Organizing Maps Unresolved cited work

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SOMtime the World Ain$'$t Fair: Violating Fairness Using Self-Organizing Maps Vesanto and E

Reference 30

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SOMtime the World Ain$'$t Fair: Violating Fairness Using Self-Organizing Maps Unresolved cited work

Reference 31

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Observation a9e96a58-bf32-4fbb-9148-d183c13cfac1 · outbound

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SOMtime the World Ain$'$t Fair: Violating Fairness Using Self-Organizing Maps Unresolved cited work

Reference 32

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SOMtime the World Ain$'$t Fair: Violating Fairness Using Self-Organizing Maps WorldValuesBench: A Large-Scale Benchmark Dataset for Multi-Cultural Value Awareness of Language Models

Reference 33

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Observation 2d8242d3-e0dc-4d28-a947-d323e8a84996 · outbound

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SOMtime the World Ain$'$t Fair: Violating Fairness Using Self-Organizing Maps The Variational Fair Autoencoder

Reference 2017

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SOMtime the World Ain$'$t Fair: Violating Fairness Using Self-Organizing Maps InProceedings of the 32nd International Conference on Neural Information Processing Systems(Montréal, Canada)(NIPS’18)

Reference 2018

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Observation e61ba5d4-23d6-4d75-b595-e29a669a051a · outbound

This paper cites InInterna- tional Conference on Machine Learning.

SOMtime the World Ain$'$t Fair: Violating Fairness Using Self-Organizing Maps InInterna- tional Conference on Machine Learning

Reference 2019

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This paper cites InProceedings of the 58th Annual Meeting of the Association for Computational Linguistics, Dan Jurafsky, Joyce Chai, Natalie Schluter, and Joel Tetreault (Eds.).

SOMtime the World Ain$'$t Fair: Violating Fairness Using Self-Organizing Maps InProceedings of the 58th Annual Meeting of the Association for Computational Linguistics, Dan Jurafsky, Joyce Chai, Natalie Schluter, and Joel Tetreault (Eds.)

Reference 2020

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Pith citing papers

No inbound Pith citation observations are available.