ICML 2024 "algorithmic fairness" Papers

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Can a Few Decide for Many? The Metric Distortion of Sortition

Ioannis Caragiannis, Evi Micha, Jannik Peters

ICML 2024posterarXiv:2406.02400

FairProof : Confidential and Certifiable Fairness for Neural Networks

Chhavi Yadav, Amrita Roy Chowdhury, Dan Boneh et al.

ICML 2024poster

Position: Scarce Resource Allocations That Rely On Machine Learning Should Be Randomized

Shomik Jain, Kathleen A. Creel, Ashia Wilson

ICML 2024poster