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Yishay Mansour

Google (United States)(US)Tel Aviv University(IL)Google (Israel)(IL)

Publications by Year

Research Areas

Advanced Bandit Algorithms Research, Machine Learning and Algorithms, Auction Theory and Applications, Optimization and Search Problems, Game Theory and Applications

Most-Cited Works

Policy Gradient Methods for Reinforcement Learning with Function Approximation(1999)
→ Constant depth circuits, Fourier transform, and learnability(1993)585 cited
→ Domain Adaptation: Learning Bounds and Algorithms(2009)461 cited
Domain Adaptation with Multiple Sources(2008)
Action Elimination and Stopping Conditions for the Multi-Armed Bandit and Reinforcement Learning Problems(2006)
→ A Sparse Sampling Algorithm for Near-Optimal Planning in Large Markov Decision Processes(2002)367 cited
→ A construction of a cipher from a single pseudorandom permutation(1997)358 cited
→ Learning Decision Trees Using the Fourier Spectrum(1993)341 cited

→ Learning Rates for Q-Learning(2001)

330 cited

→ Three Approaches for Personalization with Applications to Federated Learning(2020)320 cited