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Information Complexity of Stochastic Convex Optimization: Applications to Generalization and Memorization

I. Attias, G.K. Dziugaite, M. Haghifam, R. Livni, D.M. Roy

Information Complexity of Stochastic Convex Optimization: Applications to Generalization and Memorization

41st International Conference on Machine Learning (ICML), 2024

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Tel Aviv University
Department of Electrical Engineering
EE-Labs Bulding, Room 131
 
 

Email: rlivni at tauex.tau.ac.il
Tel: +972-3640-5645

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