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Stéphane Gaïffas

CMAP

Robust Stochastic Optimization via Gradient Quantile Clipping

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Sep 29, 2023
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Online Inventory Problems: Beyond the i.i.d. Setting with Online Convex Optimization

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Jul 12, 2023
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Convergence and concentration properties of constant step-size SGD through Markov chains

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Jul 04, 2023
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Robust methods for high-dimensional linear learning

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Aug 10, 2022
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Robust supervised learning with coordinate gradient descent

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Jan 31, 2022
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WildWood: a new Random Forest algorithm

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Sep 16, 2021
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About contrastive unsupervised representation learning for classification and its convergence

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Dec 02, 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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ZiMM: a deep learning model for long term adverse events with non-clinical claims data

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Nov 13, 2019
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AMF: Aggregated Mondrian Forests for Online Learning

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Jun 25, 2019
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