Ching Lam CHOIMIT CSAIL
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Preprint 2026

Fairness Aware Reward Optimization

Ching Lam Choi, Vighnesh Subramaniam, Phillip Isola, Antonio Torralba, Stefanie Jegelka

Overview figure for Fairness Aware Reward Optimization

Reducing LLM bias and toxicity by constraining the reward model to be independent of sensitive attributes, conditional on unrestricted features.

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