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Optimized Score Transformation for Consistent Fair Classification

v1v2v3 (latest)

Optimized Score Transformation for Consistent Fair Classification

Journal of machine learning research (JMLR), 2019

31 May 2019

Karthikeyan N. Ramamurthy

Flavio du Pin Calmon

ArXiv (abs)PDF HTML

Papers citing "Optimized Score Transformation for Consistent Fair Classification"

5 / 5 papers shown

Toward Unifying Group Fairness Evaluation from a Sparsity Perspective

Toward Unifying Group Fairness Evaluation from a Sparsity Perspective

276

0

0

01 Nov 2025

Multicalibrated Regression for Downstream Fairness

Multicalibrated Regression for Downstream FairnessAAAI/ACM Conference on AI, Ethics, and Society (AIES), 2022

Ira Globus-Harris

Christopher Jung

Jamie Morgenstern

239

12

0

15 Sep 2022

Beyond Adult and COMPAS: Fairness in Multi-Class Prediction

Beyond Adult and COMPAS: Fairness in Multi-Class Prediction

Flavio du Pin Calmon

199

20

0

15 Jun 2022

Your fairness may vary: Pretrained language model fairness in toxic text
classification

Your fairness may vary: Pretrained language model fairness in toxic text classification

Karthikeyan N. Ramamurthy

Mikhail Yurochkin

372

55

0

03 Aug 2021

Kernel Dependence Regularizers and Gaussian Processes with Applications
to Algorithmic Fairness

Kernel Dependence Regularizers and Gaussian Processes with Applications to Algorithmic FairnessPattern Recognition (Pattern Recognit.), 2019

Adrián Pérez-Suay

Gustau Camps-Valls

Dino Sejdinovic

186

24

0

11 Nov 2019