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Wolfgang Polonik

UC Davis

Multivariate Gaussian Approximation for Random Forest via Region-based Stabilization

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Mar 26, 2024
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Nonsmooth Nonparametric Regression via Fractional Laplacian Eigenmaps

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Feb 22, 2024
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Adaptive and non-adaptive minimax rates for weighted Laplacian-eigenmap based nonparametric regression

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Oct 31, 2023
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A Flexible Approach for Normal Approximation of Geometric and Topological Statistics

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Oct 19, 2022
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Topologically penalized regression on manifolds

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Oct 26, 2021
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Algorithms for ridge estimation with convergence guarantees

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Apr 26, 2021
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Autism Spectrum Disorder Classification using Graph Kernels on Multidimensional Time Series

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Nov 29, 2016
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