Some Optimizers are More Equal: Understanding the Role of Optimizers in Group Fairness

NeurIPSSpotlight2025

Authors
Mojtaba Kolahdouzi, Hatice Gunes, Ali Etemad
Venue
NeurIPS 2025
Track
Spotlight

TL;DR

We study whether and how the choice of optimization algorithm can impact group fairness in deep neural networks…

Opening excerpt from the authors’ abstract. source

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Topics

optimization fairness

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