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Jaouad Mourtada

Finite-sample performance of the maximum likelihood estimator in logistic regression

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Nov 04, 2024
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Local Risk Bounds for Statistical Aggregation

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Jun 29, 2023
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Universal coding, intrinsic volumes, and metric complexity

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Mar 13, 2023
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An elementary analysis of ridge regression with random design

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Mar 16, 2022
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Distribution-Free Robust Linear Regression

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Feb 25, 2021
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Regularized ERM on random subspaces

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Jun 17, 2020
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Asymptotics of Ridge(less) Regression under General Source Condition

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Jun 11, 2020
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An improper estimator with optimal excess risk in misspecified density estimation and logistic regression

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Dec 23, 2019
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Exact minimax risk for linear least squares, and the lower tail of sample covariance matrices

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Dec 23, 2019
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AMF: Aggregated Mondrian Forests for Online Learning

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Jun 25, 2019
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