Efficient time/space algorithm to compute rectangular probabilities of multinomial, multivariate hypergeometric and multivariate Pólya distributions. - Régis Lebrun (Stat. Comput., 2013)

Copulas for order statistics with prescribed margins. - Régis Lebrun; Anne Dutfoy (J. Multivar. Anal., 2014)

A Least-Squares Method for Sparse Low Rank Approximation of Multivariate Functions. - Mathilde Chevreuil; Régis Lebrun; Anthony Nouy; Prashant Rai (SIAM/ASA J. Uncertain. Quantification, 2015)

Learning high-dimensional probability distributions using tree tensor networks. - Erwan Grelier; Anthony Nouy; Régis Lebrun (CoRR, 2019)

Constaint-Based Learning for Non-Parametric Continuous Bayesian Networks. - Marvin Lasserre; Régis Lebrun; Pierre-Henri Wuillemin (FLAIRS, 2020)

Learning Continuous High-Dimensional Models using Mutual Information and Copula Bayesian Networks. - Marvin Lasserre; Régis Lebrun; Pierre-Henri Wuillemin (AAAI, 2021)

Constraint-based learning for non-parametric continuous bayesian networks. - Marvin Lasserre; Régis Lebrun; Pierre-Henri Wuillemin (Ann. Math. Artif. Intell., 2021)