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Shai Shalev-Shwartz

Hebrew University

On a Formal Model of Safe and Scalable Self-driving Cars

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Oct 27, 2018
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A Provably Correct Algorithm for Deep Learning that Actually Works

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Jun 24, 2018
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Decoupling "when to update" from "how to update"

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Mar 26, 2018
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SGD Learns Over-parameterized Networks that Provably Generalize on Linearly Separable Data

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Oct 27, 2017
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Fast Rates for Empirical Risk Minimization of Strict Saddle Problems

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Jun 04, 2017
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Weight Sharing is Crucial to Succesful Optimization

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Jun 02, 2017
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Failures of Gradient-Based Deep Learning

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Apr 26, 2017
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Average Stability is Invariant to Data Preconditioning. Implications to Exp-concave Empirical Risk Minimization

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Apr 16, 2017
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SelfieBoost: A Boosting Algorithm for Deep Learning

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Apr 08, 2017
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Safe, Multi-Agent, Reinforcement Learning for Autonomous Driving

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Oct 11, 2016
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