Published papers at TMLRAug 18, 2023

FairGrad: Fairness Aware Gradient Descent

Gaurav Maheshwari, Michaël Perrot

Action editor: Novi Quadrianto.

https://openreview.net/forum?id=0f8tU3QwWD

#fairness #fairgrad #learns

FairGrad: Fairness Aware Gradient Descent

We address the problem of group fairness in classification, where the objective is to learn models that do not unjustly discriminate against subgroups of the population. Most existing approaches...

OpenReview
New Submissions to TMLRJun 29, 2023

FairGrad: Fairness Aware Gradient Descent

https://openreview.net/forum?id=0f8tU3QwWD

#fairness #fairgrad #learns

FairGrad: Fairness Aware Gradient Descent

We address the problem of group fairness in classification, where the objective is to learn models that do not unjustly discriminate against subgroups of the population. Most existing approaches...

OpenReview