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Vincent Lemaire

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Deep Reinforcement Learning based Triggering Function for Early Classifiers of Time Series

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Feb 10, 2025
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Unsupervised Feature Construction for Anomaly Detection in Time Series -- An Evaluation

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Jan 14, 2025
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A new Input Convex Neural Network with application to options pricing

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Nov 19, 2024
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Mislabeled examples detection viewed as probing machine learning models: concepts, survey and extensive benchmark

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Oct 21, 2024
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DEMAU: Decompose, Explore, Model and Analyse Uncertainties

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Sep 12, 2024
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ml_edm package: a Python toolkit for Machine Learning based Early Decision Making

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Aug 23, 2024
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Early Classification of Time Series: Taxonomy and Benchmark

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Jun 26, 2024
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Constructing Variables Using Classifiers as an Aid to Regression: An Empirical Assessment

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Mar 13, 2024
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An analysis of the noise schedule for score-based generative models

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Feb 07, 2024
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A Practical Approach to Novel Class Discovery in Tabular Data

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Nov 09, 2023
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