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Andreas Maurer

Generalization of Hamiltonian algorithms

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May 23, 2024
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Generalization for slowly mixing processes

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Apr 28, 2023
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Learning Dynamical Systems via Koopman Operator Regression in Reproducing Kernel Hilbert Spaces

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May 27, 2022
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Some Hoeffding- and Bernstein-type Concentration Inequalities

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Mar 05, 2021
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A Perturbation Resilient Framework for Unsupervised Learning

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Dec 14, 2020
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Learning Fair and Transferable Representations

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Jun 25, 2019
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Uniform concentration and symmetrization for weak interactions

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Feb 17, 2019
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Empirical bounds for functions with weak interactions

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Mar 11, 2018
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Bounds for Vector-Valued Function Estimation

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Jun 05, 2016
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A vector-contraction inequality for Rademacher complexities

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May 01, 2016
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