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Recommended citation: Hediger et al. (2019). "On the Use of Random Forest for Two-Sample Testing. " arXiv preprint. https://arxiv.org/pdf/1903.06287.pdf

Novel approach to visualize the inter-dependencies between maternal sensitization, breast milk immune components and human milk oligosaccharides in the LIFE Child cohort

Published in , 2020

Here we aimed at visualizing breast milk component complex interactions in the context of the allergy status of the mother or the child.

Recommended citation: Michel et al. (2020). "Novel approach to visualize the inter-dependencies between maternal sensitization, breast milk immune components and human milk oligosaccharides in the LIFE Child cohort. " PLoS ONE, Volume 15. https://doi.org/10.1371/journal.pone.0230472

High Probability Lower Bounds for the Total Variance Distance

Published in , 2020

This paper introduce a framework for the construction of lower bounds for the total variation distance between two distributions based on samples.

Recommended citation: Michel et al. (2020). "High Probability Lower Bounds for the Total Variation Distance. " arXiv preprint. https://arxiv.org/pdf/2005.06006.pdf

Distributional Random Forests: Heterogeneity Adjustment and Multivariate Distributional Regression

Published in , 2020

This paper introduces distributional random forests.

Recommended citation: Michel et al. (2020). "High Probability Lower Bounds for the Total Variation Distance. " arXiv preprint. https://arxiv.org/pdf/2005.14458.pdf

Rlopt

Published in , 2021

title: “Solving optimal stopping problems with Deep Q-Learning” collection: publications permalink: /publication/2020-24-01-rlopt excerpt: ‘This paper is about application of reinforcement learning in the context of stopping problem in finance.’ date: 2021-01-24 venue: ‘’ paperurl: ‘https://arxiv.org/pdf/2101.09682 .pdf’ citation: ‘Hediger et al. (2019). "On the Use of Random Forest for Two-Sample Testing. " arXiv preprint.’ This paper is about application of reinforcement learning in the context of stopping problem in finance..

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DATA SCIENCE : Outil de décision d’avenir

Published: November 23, 2017

Introduction to Data Science for prospective students at EPFL.

Data Mining in Action

Published: May 03, 2018

Presentation of the context of a data mining competition to master students in business analytics and data science.

Data Mining in Action

Published: May 04, 2019

Presentation of the context of a data mining competition to master students in business analytics and data science.

Loris Michel

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