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Steve Hanneke

List Sample Compression and Uniform Convergence

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Mar 16, 2024
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The Dimension of Self-Directed Learning

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Feb 20, 2024
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Bandit-Feedback Online Multiclass Classification: Variants and Tradeoffs

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Feb 12, 2024
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A Trichotomy for Transductive Online Learning

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Nov 29, 2023
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Efficient Agnostic Learning with Average Smoothness

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Sep 29, 2023
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Optimal Learners for Realizable Regression: PAC Learning and Online Learning

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Jul 07, 2023
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Universal Rates for Multiclass Learning

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Jul 05, 2023
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Adversarial Resilience in Sequential Prediction via Abstention

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Jun 22, 2023
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Limits of Model Selection under Transfer Learning

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Apr 29, 2023
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Reliable Learning for Test-time Attacks and Distribution Shift

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Apr 06, 2023
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