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Peter D. Grünwald

The no-free-lunch theorems of supervised learning

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Feb 09, 2022
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Fast Rates for General Unbounded Loss Functions: from ERM to Generalized Bayes

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Sep 05, 2018
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A Tight Excess Risk Bound via a Unified PAC-Bayesian-Rademacher-Shtarkov-MDL Complexity

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Oct 21, 2017
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Fast rates in statistical and online learning

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Sep 01, 2015
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Follow the Leader If You Can, Hedge If You Must

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Jan 17, 2013
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