Search Results for author: Inbal Livni-Navon

Found 2 papers, 0 papers with code

Generative Models of Huge Objects

no code implementations24 Feb 2023 Lunjia Hu, Inbal Livni-Navon, Omer Reingold

In this we extend the work of Goldreich, Goldwasser and Nussboim (SICOMP 2010) that focused on the implementation of huge objects that are indistinguishable from the uniform distribution, satisfying some global properties (which they coined truthfulness).

Fairness Learning Theory +1

Omnipredictors for Constrained Optimization

no code implementations15 Sep 2022 Lunjia Hu, Inbal Livni-Navon, Omer Reingold, Chutong Yang

In this paper, we introduce omnipredictors for constrained optimization and study their complexity and implications.

Fairness

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