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Balázs Csanád Csáji

Finite Sample Analysis of Distribution-Free Confidence Ellipsoids for Linear Regression

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Sep 13, 2024
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Data-Driven Upper Confidence Bounds with Near-Optimal Regret for Heavy-Tailed Bandits

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Jun 09, 2024
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Finite-Sample Identification of Linear Regression Models with Residual-Permuted Sums

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Jun 08, 2024
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Improving Kernel-Based Nonasymptotic Simultaneous Confidence Bands

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Jan 28, 2024
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Sample Complexity of the Sign-Perturbed Sums Identification Method: Scalar Case

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Jan 28, 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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Nonparametric, Nonasymptotic Confidence Bands with Paley-Wiener Kernels for Band-Limited Functions

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Jun 27, 2022
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