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Antoine Godichon-Baggioni

LPSM

Semi-Discrete Optimal Transport: Nearly Minimax Estimation With Stochastic Gradient Descent and Adaptive Entropic Regularization

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May 23, 2024
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A Full Adagrad algorithm with O operations

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May 03, 2024
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Online and Offline Robust Multivariate Linear Regression

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Apr 30, 2024
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Non-asymptotic Analysis of Biased Adaptive Stochastic Approximation

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Feb 05, 2024
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Online estimation of the inverse of the Hessian for stochastic optimization with application to universal stochastic Newton algorithms

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Jan 15, 2024
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Online stochastic Newton methods for estimating the geometric median and applications

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Apr 03, 2023
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Non asymptotic analysis of Adaptive stochastic gradient algorithms and applications

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Mar 01, 2023
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Learning from time-dependent streaming data with online stochastic algorithms

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May 25, 2022
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Non-Asymptotic Analysis of Stochastic Approximation Algorithms for Streaming Data

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Sep 15, 2021
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