Search Results for author: Guy N Rothblum

Found 1 papers, 0 papers with code

Multi-group Agnostic PAC Learnability

no code implementations20 May 2021 Guy N Rothblum, Gal Yona

An agnostic PAC learning algorithm finds a predictor that is competitive with the best predictor in a benchmark hypothesis class, where competitiveness is measured with respect to a given loss function.

Fairness PAC learning

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