Sparsity in neural networks can increase their privacy. - Antoine Gonon; Léon Zheng; Clément Lalanne; Quoc-Tung Le; Guillaume Lauga; Can Pouliquen (CoRR, 2023)

Implicit Differentiation for Hyperparameter Tuning the Weighted Graphical Lasso. - Can Pouliquen; Paulo Gonçalves 001; Mathurin Massias; Titouan Vayer (CoRR, 2023)

Schur's Positive-Definite Network: Deep Learning in the SPD cone with structure. - Can Pouliquen; Mathurin Massias; Titouan Vayer (ICLR, 2025)