Christophe Ley

According to our database, Christophe Ley authored at least 18 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

ELBOing Stein: Variational Bayes with Stein Mixture Inference.

Ola Rønning, Eric T. Nalisnick, Christophe Ley, Padhraic Smyth, Thomas Hamelryck

CoRR, 2024

Modeling and Prediction of the UEFA EURO 2024 via Combined Statistical Learning Approaches.

Andreas Groll, Lars Magnus Hvattum, Christophe Ley, Jonas Sternemann, Gunther Schauberger, Achim Zeileis

CoRR, 2024

2023

Prediction of Handball Matches with Statistically Enhanced Learning via Estimated Team Strengths.

Florian Felice, Christophe Ley

CoRR, 2023

2022

The Wasserstein Impact Measure (WIM): A practical tool for quantifying prior impact in Bayesian statistics.

Fatemeh Ghaderinezhad, Christophe Ley, Ben Serrien

Comput. Stat. Data Anal., 2022

2021

Elliptical Symmetry Tests in R.

Sladana Babic, Christophe Ley, Marko Palangetic

R J., 2021

Coming Together of Bayesian Inference and Skew Spherical Data.

Najmeh Nakhaei Rad, Andriëtte Bekker, Mohammad Arashi, Christophe Ley

Frontiers Big Data, 2021

Hybrid Machine Learning Forecasts for the UEFA EURO 2020.

Andreas Groll, Lars Magnus Hvattum, Christophe Ley, Franziska Popp, Gunther Schauberger, Hans Van Eetvelde, Achim Zeileis

CoRR, 2021

Time-efficient Bayesian Inference for a (Skewed) Von Mises Distribution on the Torus in a Deep Probabilistic Programming Language.

Ola Rønning, Christophe Ley, Kanti V. Mardia, Thomas Hamelryck

Proceedings of the IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2021

2020

Bayesian Inference for Skew-Symmetric Distributions.

Fatemeh Ghaderinezhad, Christophe Ley, Nicola Loperfido

Symmetry, 2020

2019

Comparison and Classification of Flexible Distributions for Multivariate Skew and Heavy-Tailed Data.

Sladana Babic, Christophe Ley, David Veredas

Symmetry, 2019

Hybrid Machine Learning Forecasts for the FIFA Women's World Cup 2019.

Andreas Groll, Christophe Ley, Gunther Schauberger, Hans Van Eetvelde, Achim Zeileis

CoRR, 2019

2018

What makes Data Science different? A discussion involving Statistics2.0 and Computational Sciences.

Christophe Ley, Stéphane P. A. Bordas

Int. J. Data Sci. Anal., 2018

2017

Skew-rotationally-symmetric distributions and related efficient inferential procedures.

Christophe Ley, Thomas Verdebout

J. Multivar. Anal., 2017

2015

High-dimensional tests for spherical location and spiked covariance.

Christophe Ley, Davy Paindaveine, Thomas Verdebout

J. Multivar. Anal., 2015

2013

Local Pinsker Inequalities via Stein's Discrete Density Approach.

Christophe Ley, Yvik Swan

IEEE Trans. Inf. Theory, 2013

2012

Stein's density approach for discrete distributions and information inequalities

Christophe Ley, Yvik Swan

CoRR, 2012

A new perspective on Stein's density approach with applications to information inequalities

Christophe Ley, Yvik Swan

CoRR, 2012

2010

On the singularity of multivariate skew-symmetric models.

Christophe Ley, Davy Paindaveine

J. Multivar. Anal., 2010