Fair Classification with Efficient and Post-hoc Controllable Fairness-Accuracy Trade-off

ICMLSpotlight2026

Authors
Maaya Sakata
Affiliation
U Tsukuba / RIKEN AIP
Venue
ICML 2026
Track
Spotlight

TL;DR

A fair-classification method whose fairness-accuracy trade-off is efficiently and post-hoc controllable.

Opening excerpt from the authors’ abstract.

Topics

efficient fairness control

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