Publications
Articles
DELATTRE B., ARAUJO A., Barthélemy Q., Allauzen A. (2024), The Lipschitz-Variance-Margin Tradeoff for Enhanced Randomized Smoothing, International Conference on Learning Representations (ICLR)
Communications avec actes
DELATTRE B., CAILLON P., Barthélemy Q., Fagnou E., Allauzen A. (2025), Bridging the Theoretical Gap in Randomized Smoothing, in , Proceedings of Machine Learning Research (PMLR)
CAILLON P., Colagrande A., Fagnou E., DELATTRE B., Allauzen A. (2025), Forward Only Learning for Orthogonal Neural Networks of Any Depth, in Inês Lynce, Nello Murano, Mauro Vallati, Serena Villata, Federico Chesani, Michela Milano, Andrea Omicini, Mehdi Dastani, ECAI 2025, IOS Press, 2041 - 2048 p. 
Fagnou E., CAILLON P., DELATTRE B., Allauzen A. (2025), Accelerated Training through Iterative Gradient Propagation Along the Residual Path, in , ICRL