Christophe Ley

Associate Professor, University of Luxemburg

Joined

September 2022

Names

Christophe Ley (Preferred)

Emails

****@uni.lu (Confirmed)

Personal Links

Career & Education History

Associate Professor

University of Luxemburg (uni.lu)

2021 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

Statistics

Present

Stein's Method

Present

Flexible probability distributions

Present

Machine Learning

Present

Publications

ELBOing Stein: Variational Bayes with Stein Mixture Inference
Ola Rønning, Eric Nalisnick, Christophe Ley, Padhraic Smyth, Thomas Hamelryck
- ICLR 2025 Poster
- Readers: Everyone
The Wasserstein Impact Measure (WIM): A practical tool for quantifying prior impact in Bayesian statistics
Fatemeh Ghaderinezhad, Christophe Ley, Ben Serrien
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- Comput. Stat. Data Anal. 2022
- Readers: Everyone
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
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- MFI 2021
- Readers: Everyone
Elliptical Symmetry Tests in R
Sladana Babic, Christophe Ley, Marko Palangetic
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- R J. 2021
- Readers: Everyone
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
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- CoRR 2021
- Readers: Everyone
Coming Together of Bayesian Inference and Skew Spherical Data
Najmeh Nakhaei Rad, Andriëtte Bekker, Mohammad Arashi, Christophe Ley
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- Frontiers Big Data 2021
- Readers: Everyone
Bayesian Inference for Skew-Symmetric Distributions
Fatemeh Ghaderinezhad, Christophe Ley, Nicola Loperfido
- Published: 01 Jan 2020, Last Modified: 12 May 2023
- Symmetry 2020
- Readers: Everyone
Hybrid Machine Learning Forecasts for the FIFA Women's World Cup 2019
Andreas Groll, Christophe Ley, Gunther Schauberger, Hans Van Eetvelde, Achim Zeileis
- Published: 01 Jan 2019, Last Modified: 12 May 2023
- CoRR 2019
- Readers: Everyone
Comparison and Classification of Flexible Distributions for Multivariate Skew and Heavy-Tailed Data
Sladana Babic, Christophe Ley, David Veredas
- Published: 01 Jan 2019, Last Modified: 12 May 2023
- Symmetry 2019
- Readers: Everyone
What makes Data Science different? A discussion involving Statistics2.0 and Computational Sciences
Christophe Ley, Stéphane P. A. Bordas
- Published: 01 Jan 2018, Last Modified: 12 May 2023
- Int. J. Data Sci. Anal. 2018
- Readers: Everyone

View all 16 publications

Christophe Ley

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors