Gautier Marti | DeepAI

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Featured Co-authors

Frank Nielsen
81 publications
Philippe Donnat
7 publications
Saumyadipta Pyne
7 publications
Philippe Very
5 publications
Marc Szafraniec
5 publications
Sebastien Andler
3 publications
Sumanta Ray
3 publications
Victor Goubet
1 publication

∙ 07/22/2021

cCorrGAN: Conditional Correlation GAN for Learning Empirical Conditional Distributions in the Elliptope

We propose a methodology to approximate conditional distributions in the...

0 Gautier Marti, et al. ∙

∙ 07/21/2020

Clustering patterns connecting COVID-19 dynamics and Human mobility using optimal transport

Social distancing and stay-at-home are among the few measures that are k...

0 Frank Nielsen, et al. ∙

∙ 10/21/2019

CorrGAN: Sampling Realistic Financial Correlation Matrices Using Generative Adversarial Networks

We propose a novel approach for sampling realistic financial correlation...

0 Gautier Marti, et al. ∙

∙ 07/28/2017

Putting Self-Supervised Token Embedding on the Tables

Information distribution by electronic messages is a privileged means of...

0 Marc Szafraniec, et al. ∙

∙ 10/30/2016

Exploring and measuring non-linear correlations: Copulas, Lightspeed Transportation and Clustering

We propose a methodology to explore and measure the pairwise correlation...

0 Gautier Marti, et al. ∙

∙ 04/28/2016

Optimal Transport vs. Fisher-Rao distance between Copulas for Clustering Multivariate Time Series

We present a methodology for clustering N objects which are described by...

0 Gautier Marti, et al. ∙

∙ 03/13/2016

Clustering Financial Time Series: How Long is Enough?

Researchers have used from 30 days to several years of daily returns as ...

0 Gautier Marti, et al. ∙

∙ 09/27/2015

Optimal Copula Transport for Clustering Multivariate Time Series

This paper presents a new methodology for clustering multivariate time s...

0 Gautier Marti, et al. ∙

∙ 06/02/2015

Toward a generic representation of random variables for machine learning

This paper presents a pre-processing and a distance which improve the pe...

0 Gautier Marti, et al. ∙

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