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Ambrus Tamás

Data-Driven Upper Confidence Bounds with Near-Optimal Regret for Heavy-Tailed Bandits

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Jun 09, 2024
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On rate-optimal classification from non-private and from private data

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Dec 22, 2023
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Distribution-Free Inference for the Regression Function of Binary Classification

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Aug 03, 2023
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Robust Independence Tests with Finite Sample Guarantees for Synchronous Stochastic Linear Systems

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Aug 03, 2023
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Recursive Estimation of Conditional Kernel Mean Embeddings

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Feb 12, 2023
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Exact Distribution-Free Hypothesis Tests for the Regression Function of Binary Classification via Conditional Kernel Mean Embeddings

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Mar 08, 2021
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Semi-Parametric Uncertainty Bounds for Binary Classification

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Mar 23, 2019
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