Differentiating Relational Queries. - Paul Peseux (PhD@VLDB, 2021)

Stochastic gradient descent with gradient estimator for categorical features. - Paul Peseux; Maxime Berar; Thierry Paquet; Victor Nicollet (CoRR, 2022)

Selective Path Automatic Differentiation: Beyond Uniform Distribution on Backpropagation Dropout. - Paul Peseux; Maxime Berar; Thierry Paquet; Victor Nicollet (IEEE Access, 2023)

Programmation différentiable à grande échelle pour les données relationnelles. (A Differentiable Programming Approach for Optimization on Relational and Large Datasets). - Paul Peseux (2023)