Fairness Perceptions in Regression-based Predictive Models

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Fairness Perceptions in Regression-based Predictive Models

8 May 2025

Mukund Telukunta

Venkata Sriram Siddhardh Nadendla

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Papers citing "Fairness Perceptions in Regression-based Predictive Models"

9 / 9 papers shown

Title
Learning Social Fairness Preferences from Non-Expert Stakeholder Opinions in Kidney PlacementACM Conference on Health, Inference, and Learning (CHIL), 2024 Mukund Telukunta Sukruth Rao Gabriella Stickney Venkata Sriram Siddhardh Nadendla Casey Canfield 222 1 0 04 Apr 2024
Fair Regression with Wasserstein BarycentersNeural Information Processing Systems (NeurIPS), 2020 Evgenii Chzhen Christophe Denis Mohamed Hebiri L. Oneto Massimiliano Pontil 288 122 0 12 Jun 2020
Fairness Measures for Regression via Probabilistic Classification D. Steinberg Alistair Reid S. O'Callaghan FaML 124 18 0 16 Jan 2020
Fair Regression: Quantitative Definitions and Reduction-based AlgorithmsInternational Conference on Machine Learning (ICML), 2019 Alekh Agarwal Miroslav Dudík Zhiwei Steven Wu FaML 191 285 0 30 May 2019
The Frontiers of Fairness in Machine Learning Alexandra Chouldechova Aaron Roth FaML 296 434 0 20 Oct 2018
On the Properties of the Softmax Function with Application in Game Theory and Reinforcement Learning Bolin Gao Lacra Pavel FAtt 360 349 0 03 Apr 2017
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 772 2,254 0 24 Oct 2016
Equality of Opportunity in Supervised LearningNeural Information Processing Systems (NeurIPS), 2016 Moritz Hardt Eric Price Nathan Srebro FaML 370 4,773 0 07 Oct 2016
Inherent Trade-Offs in the Fair Determination of Risk Scores Jon M. Kleinberg S. Mullainathan Manish Raghavan FaML 604 1,918 0 19 Sep 2016