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Paper Citation Record · LEDGER

Welfare-Centric Clustering

As of 8 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 0 inbound Pith citation observations for arXiv:2508.10345.

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

pith.paper-citation-record.v1
2508.10345 v1

Coverage vector

measured 48 of 48 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T20:31:32.919640Z

measured 48 of 48 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

48 of 48 outbound references displayed

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  • unresolved3
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 992e04ae-531b-4b7f-99c7-1e7094424dd2 · outbound

This paper cites Fair clustering via equitable group representations.

Welfare-Centric Clustering Fair clustering via equitable group representations

Reference 1

Resolution
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Source-reported events for the cited work

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Observation 926001f9-6f7d-437b-8156-668d244cbcac · outbound

This paper cites Clustering without over-representation.

Welfare-Centric Clustering Clustering without over-representation

Reference 2

Resolution
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Observation d0c73fc3-1994-4160-bbcd-1ae5c92b50d4 · outbound

This paper cites Loan approval prediction based on machine learning approach.

Welfare-Centric Clustering Loan approval prediction based on machine learning approach

Reference 3

Resolution
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Source-reported events for the cited work

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Observation 4de5b990-0772-4f7d-94b2-018eb2e2402c · outbound

This paper cites Online stochastic optimization in the large: Application to kidney exchange.

Welfare-Centric Clustering Online stochastic optimization in the large: Application to kidney exchange

Reference 4

Resolution
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Source-reported events for the cited work

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Observation cd1189c1-9290-4ac9-9ede-7f49ba74500a · outbound

This paper cites The Hardness of Approximation of Euclidean k-means.

Welfare-Centric Clustering The Hardness of Approximation of Euclidean k-means

Reference 5

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 3a6428e5-a72e-4cf8-998e-30f31206c2f0 · outbound

This paper cites Optimal kidney exchange with immunosuppressants.

Welfare-Centric Clustering Optimal kidney exchange with immunosuppressants

Reference 6

Resolution
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Source-reported events for the cited work

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Observation a51de481-b98c-4765-8d70-d42043e568cd · outbound

This paper cites Scalable fair clustering.

Welfare-Centric Clustering Scalable fair clustering

Reference 7

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation a32df3f4-c263-41d2-8ef3-198e0c026b57 · outbound

This paper cites Fair algorithms for clustering.

Welfare-Centric Clustering Fair algorithms for clustering

Reference 8

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation deaa724f-d135-4b91-b5e2-9c7ac34c0236 · outbound

This paper cites On the cost of essentially fair clusterings.

Welfare-Centric Clustering On the cost of essentially fair clusterings

Reference 9

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 58b1320c-d146-4adb-bfb0-169976c700b0 · outbound

This paper cites Fairness in criminal justice risk assessments: The state of the art.

Welfare-Centric Clustering Fairness in criminal justice risk assessments: The state of the art

Reference 10

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 98267dd2-99d6-4b38-b438-1525073eb60f · outbound

This paper cites Statistical procedures for forecasting criminal behavior: A comparative assessment.

Welfare-Centric Clustering Statistical procedures for forecasting criminal behavior: A comparative assessment

Reference 11

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 2ffc9c36-3aea-4ac3-a9e4-21ae0a91dd2c · outbound

This paper cites Hardness of Approximation of Euclidean $k$-Median.

Welfare-Centric Clustering Hardness of Approximation of Euclidean $k$-Median

Reference 12

Resolution
verified exact
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Source-reported events for the cited work

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Observation e0923f3d-06ba-4379-8208-ff4b742c0b52 · outbound

This paper cites Handbook of computational social choice.

Welfare-Centric Clustering Handbook of computational social choice

Reference 13

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation c4cce0ca-a246-4370-9c44-e5bb3f59342d · outbound

This paper cites A constant-factor approximation algorithm for the k-median problem.

Welfare-Centric Clustering A constant-factor approximation algorithm for the k-median problem

Reference 14

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation b9a7c07c-b6aa-4d40-ade8-be4e8147c664 · outbound

This paper cites Fairness through Social Welfare Optimization.

Welfare-Centric Clustering Fairness through Social Welfare Optimization

Reference 15

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 6368a373-def0-4810-876a-88718f101f16 · outbound

This paper cites Proportionally fair clustering.

Welfare-Centric Clustering Proportionally fair clustering

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T20:31:41.558388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T20:31:30.317159Z digest=sha256:d2bc91053c2ae82060694672499919b327d48325efc5351a8f2a87f63960a7ca

Observation a40e8333-012a-4e36-8d97-e332f78dcb0e · outbound

This paper cites Fair clustering through fairlets.

Welfare-Centric Clustering Fair clustering through fairlets

Reference 17

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 4a09c2fe-a5f6-47a3-acdd-22616935d44a · outbound

This paper cites Learning to be fair: A consequentialist approach to equitable decision making.

Welfare-Centric Clustering Learning to be fair: A consequentialist approach to equitable decision making

Reference 18

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation afab9bb9-0620-4f74-ad69-7b5fe59b2c7f · outbound

This paper cites Approximating k-median with non-uniform capacities.

Welfare-Centric Clustering Approximating k-median with non-uniform capacities

Reference 19

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 22086c82-d96b-4f1b-a4c5-d4acfd12c411 · outbound

This paper cites An axiomatic theory of provably-fair welfare-centric machine learning.

Welfare-Centric Clustering An axiomatic theory of provably-fair welfare-centric machine learning

Reference 20

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation d5645f88-9d90-4c5d-a9fa-6325dad39244 · outbound

This paper cites Doubly constrained fair clustering.

Welfare-Centric Clustering Doubly constrained fair clustering

Reference 21

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation d9b1a38b-31f9-4ee8-9773-12f51b7213bf · outbound

This paper cites Fair clustering: Critique, caveats, and future directions.

Welfare-Centric Clustering Fair clustering: Critique, caveats, and future directions

Reference 22

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 8791d347-2a1d-4c35-a6b9-7f850d2da5f2 · outbound

This paper cites Probabilistic fair clustering.

Welfare-Centric Clustering Probabilistic fair clustering

Reference 23

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 503d22f8-59af-4f51-8a06-63b1c90aad43 · outbound

This paper cites Fair clustering under a bounded cost.

Welfare-Centric Clustering Fair clustering under a bounded cost

Reference 24

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation f7185ade-cb91-4032-a037-46186617ce56 · outbound

This paper cites Uci machine learning repository.

Welfare-Centric Clustering Uci machine learning repository

Reference 25

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation cb01e704-dbfa-4895-82cf-8cc932f45d98 · outbound

This paper cites Socially fair k-means clustering.

Welfare-Centric Clustering Socially fair k-means clustering

Reference 26

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 487d06bb-984c-4164-8b90-e49f45ea0ef3 · outbound

This paper cites Networkx.

Welfare-Centric Clustering Networkx

Reference 27

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 85785594-5da8-4f89-8207-a9cc35b9f0d6 · outbound

This paper cites The Fairness-Quality Trade-off in Clustering.

Welfare-Centric Clustering The Fairness-Quality Trade-off in Clustering

Reference 28

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation bb3006ad-5599-4f65-a09d-558e974b92ab · outbound

This paper cites On coresets for k-means and k-median clustering.

Welfare-Centric Clustering On coresets for k-means and k-median clustering

Reference 29

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation d38fbc54-a9df-47bc-9aff-f688b360bd24 · outbound

This paper cites Fairness behind a veil of ignorance: A welfare analysis for automated decision making.

Welfare-Centric Clustering Fairness behind a veil of ignorance: A welfare analysis for automated decision making

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T20:31:39.105158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 6eff3ef5-f505-49b8-bf10-43ba4ec745c0 · outbound

This paper cites A moral framework for understanding fair ml through economic models of equality of opportunity.

Welfare-Centric Clustering A moral framework for understanding fair ml through economic models of equality of opportunity

Reference 31

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 248dc058-60e4-47f5-9af3-e04141c1506a · outbound

This paper cites Fair classification and social welfare.

Welfare-Centric Clustering Fair classification and social welfare

Reference 32

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T20:31:31.701473Z digest=sha256:a87994c2bc3d2b60e748c73be32f6316ed53880708f062f0622c2a89d191b321

Observation 9cd0dac2-bed6-4339-936e-161174d57751 · outbound

This paper cites A Center in Your Neighborhood: Fairness in Facility Location.

Welfare-Centric Clustering A Center in Your Neighborhood: Fairness in Facility Location

Reference 33

Resolution
verified exact
local_arxiv, observed 2026-08-05T20:31:33.099196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T20:31:31.764257Z digest=sha256:b480bcc5aed1dde3ae3a5386b1242f30800e160b4a35ad2e31e7dc096d96ad6b

Observation b7b0480e-9dc3-43bb-8bb9-e69d0c856ced · outbound

This paper cites The ethical algorithm: The science of socially aware algorithm design.

Welfare-Centric Clustering The ethical algorithm: The science of socially aware algorithm design

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T20:31:38.587843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T20:31:31.836208Z digest=sha256:c05e65c5cd9f9bd13e3648cca9854d69fcd2dfcb68b0a841b98380b9aa50c078

Observation 136db638-cb20-4bfd-9cac-d82144b98cbf · outbound

This paper cites Guarantees for spectral clustering with fairness constraints.

Welfare-Centric Clustering Guarantees for spectral clustering with fairness constraints

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T20:31:38.264866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T20:31:31.911898Z digest=sha256:e39b0bc7d6e6959c0b230c5e9aa9ab06d994c18e985bc58035700c072f577c0a

Observation b576c0c3-050e-4391-b178-5b42f47ebd8d · outbound

This paper cites Fair, polylog-approximate low-cost hierarchical clustering.

Welfare-Centric Clustering Fair, polylog-approximate low-cost hierarchical clustering

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T20:31:38.033480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T20:31:32.005664Z digest=sha256:15894b7a26938949b7fa1a9b430eef4068b574ce1ddd655e125197632e820b28

Observation 7678dfd4-f52d-42dc-bcae-d1abebf8a1c4 · outbound

This paper cites On uniform capacitated k-median beyond the natural lp relaxation.

Welfare-Centric Clustering On uniform capacitated k-median beyond the natural lp relaxation

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T20:31:37.874272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T20:31:32.095172Z digest=sha256:0f6752ff5734ef601c27294df385acad52b0c7ecd011422aac019f25acb6db0f

Observation 649bc088-1182-4799-bf33-54132ed2d699 · outbound

This paper cites A comparison of logistic regression, classification and regression tree, and neural networks models in predicting violent re-offending.

Welfare-Centric Clustering A comparison of logistic regression, classification and regression tree, and neural networks models in predicting violent re-offending

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T20:31:37.577716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T20:31:32.152586Z digest=sha256:83ada8e58a628329c3ef76715200bf65a8b5f17ee59b749c9cdda9183eb6a0cb

Observation 76ef5c93-3a6c-4ca2-918e-4ec32e6ebf8f · outbound

This paper cites Approximation algorithms for socially fair clustering.

Welfare-Centric Clustering Approximation algorithms for socially fair clustering

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T20:31:37.283274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T20:31:32.238401Z digest=sha256:2331a6a5ebd07a0aff9dd7a5db68a127335bf42bff62236af2bf1e91de4b7848

Observation ce5193c9-611f-4037-8a36-832573fd7193 · outbound

This paper cites Scalable robust kidney exchange.

Welfare-Centric Clustering Scalable robust kidney exchange

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T20:31:37.042229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T20:31:32.322709Z digest=sha256:5e7d101f9fb9f7e1f2d611903bbfb617a0694fa16fe2742d38d208b07602d4b0

Observation 2bb6596a-88cc-4c5f-a911-6b26f1403553 · outbound

This paper cites Optimizing long-term social welfare in recommender systems: A constrained matching approach.

Welfare-Centric Clustering Optimizing long-term social welfare in recommender systems: A constrained matching approach

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T20:31:36.706331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T20:31:32.381129Z digest=sha256:ab31a196630bf3b293a4372f09340063d8b2c301fb4d0ce7ee00213bee34c571

Observation 32aa28ec-6e1f-4813-970f-f1e25ead2178 · outbound

This paper cites Ibm ilog cplex optimization studio—a primer.

Welfare-Centric Clustering Ibm ilog cplex optimization studio—a primer

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T20:31:36.407184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T20:31:32.470241Z digest=sha256:984022d13334f7f74d44aa44091168eccf37ec732694615d9d8416b05ce9f1e6

Observation 561a1708-95ec-41b6-8406-e9e9afceda42 · outbound

This paper cites Weapons of math destruction: How big data increases inequality and threatens democracy.

Welfare-Centric Clustering Weapons of math destruction: How big data increases inequality and threatens democracy

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T20:31:36.136239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T20:31:32.538903Z digest=sha256:c79baa3de9df9fc10df2aef3bb1b9b8c95f2cafab792c79a3f65b1a62ea0a7cb

Observation 8fa42e33-a3a5-4200-bdf1-fcfcf278e61e · outbound

This paper cites Scikit-learn: Machine learning in python.

Welfare-Centric Clustering Scikit-learn: Machine learning in python

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-05T20:31:32.603652Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T20:31:32.603652Z digest=sha256:bd7e6a7a59b1152a815949f2daf2fcbae46e0fb5be60e8ce9735b4078dee681c

Observation 52e3b3cb-71ee-4fe9-b068-582f620d5030 · outbound

This paper cites Hiring under uncertainty.

Welfare-Centric Clustering Hiring under uncertainty

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T20:31:34.190256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T20:31:32.665665Z digest=sha256:d79a28e727b97bc4e91446ed49d882f2aa2d2d287fbe6afe1d8b893de9e062a4

Observation aa6c8121-0d0c-4a87-a930-2108d9c04545 · outbound

This paper cites Mitigating bias in algorithmic hiring: Evaluating claims and practices.

Welfare-Centric Clustering Mitigating bias in algorithmic hiring: Evaluating claims and practices

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T20:31:33.970968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T20:31:32.757369Z digest=sha256:24dabe87feeb5bc819712ed0ce7db77d85d41f9499ee9fa6f0d95c6cb2c83574

Observation e6ecd13f-2b06-4ea7-8a5c-979a0183303d · outbound

This paper cites Welfare as a Guiding Principle for Machine Learning -- From Compass, to Lens, to Roadmap.

Welfare-Centric Clustering Welfare as a Guiding Principle for Machine Learning -- From Compass, to Lens, to Roadmap

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-05T20:31:32.840827Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T20:31:32.840827Z digest=sha256:3df07a2c7f4adc940a93c75c4e08d3aa14d8a763a8d896e0eaaa04a5029a4c19

Observation e20409f9-4c9a-4026-870e-2741270f70f6 · outbound

This paper cites Accurate loan approval prediction based on machine learning approach.

Welfare-Centric Clustering Accurate loan approval prediction based on machine learning approach

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T20:31:33.812467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-05T20:31:32.919640Z digest=sha256:a1b1451f4d83973f9555241eb19d754f9680a4c32ed2f8d00852bc4e332c003a

Pith citing papers

No inbound Pith citation observations are available.