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12/21/2022
Second-level global sensitivity analysis of numerical simulators with application to an accident scenario in a sodium-cooled fast reactor
Numerical simulators are widely used to model physical phenomena and glo...
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04/23/2022
Dimension Reduction for time series with Variational AutoEncoders
In this work, we explore dimensionality reduction techniques for univari...
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10/28/2021
MMD Aggregated Two-Sample Test
We propose a novel nonparametric two-sample test based on the Maximum Me...
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02/11/2020
Minimax optimal goodness-of-fit testing for densities under a local differential privacy constraint
Finding anonymization mechanisms to protect personal data is at the hear...
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02/19/2019
New statistical methodology for second level global sensitivity analysis
Global sensitivity analysis (GSA) of numerical simulators aims at studyi...
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02/18/2019
Aggregated test of independence based on HSIC measures
Dependence measures based on reproducing kernel Hilbert spaces, also kno...
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09/28/2018
Wikistat 2.0: Educational Resources for Artificial Intelligence
Big data, data science, deep learning, artificial intelligence are the k...
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12/13/2017