Publications

Accepted papers

• (2021) Guedj B., Pujol, L. Still no free lunches: the price to pay for tighter PAC-Bayes bounds (in Entropy)

Preprints

• (2022) Pujol, L. Nonparametric estimation of a multivariate density under Kullback-Leibler loss with ISDE
• (2021) Pujol, L. ISDE : Independence Structure Density Estimation

PhD thesis

• (2022) Cytometry data modeling and unsupervised classification in moderately high dimensions under the independence structure assumption (available in December 2024)