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Tomer Koren

School of Computer Science, Tel Aviv University, Google Research, Tel Aviv

Benefits of Learning Rate Annealing for Tuning-Robustness in Stochastic Optimization

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Mar 12, 2025
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Bandit Multiclass List Classification

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Feb 13, 2025
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Complexity of Vector-valued Prediction: From Linear Models to Stochastic Convex Optimization

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Dec 05, 2024
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Faster Stochastic Optimization with Arbitrary Delays via Asynchronous Mini-Batching

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Aug 14, 2024
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Fast Rates for Bandit PAC Multiclass Classification

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Jun 18, 2024
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Private Online Learning via Lazy Algorithms

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Jun 05, 2024
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The Real Price of Bandit Information in Multiclass Classification

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May 16, 2024
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A Note on High-Probability Analysis of Algorithms with Exponential, Sub-Gaussian, and General Light Tails

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Mar 05, 2024
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How Free is Parameter-Free Stochastic Optimization?

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Feb 05, 2024
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The Dimension Strikes Back with Gradients: Generalization of Gradient Methods in Stochastic Convex Optimization

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Jan 22, 2024
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