Chouzenoux, Emilie

4 publications

JMLR 2025 Regularized Rényi Divergence Minimization Through Bregman Proximal Gradient Algorithms Thomas Guilmeau, Emilie Chouzenoux, Víctor Elvira

AISTATS 2024 Adaptive Importance Sampling for Heavy-Tailed Distributions via $α$-Divergence Minimization Thomas Guilmeau, Nicola Branchini, Emilie Chouzenoux, Victor Elvira

JMLR 2024 Sparse Graphical Linear Dynamical Systems Emilie Chouzenoux, Victor Elvira

NeurIPS 2022 Towards Practical Few-Shot Query Sets: Transductive Minimum Description Length Inference Ségolène Martin, Malik Boudiaf, Emilie Chouzenoux, Jean-Christophe Pesquet, Ismail Ayed