Alfarano, Alberto

5 publications

ICML 2025 Making Hard Problems Easier with Custom Data Distributions and Loss Regularization: A Case Study in Modular Arithmetic Eshika Saxena, Alberto Alfarano, Emily Wenger, Kristin E. Lauter

WACV 2025 STLight: A Fully Convolutional Approach for Efficient Predictive Learning by Spatio-Temporal Joint Processing Andrea Alfarano, Alberto Alfarano, Linda Friso, Andrea Bacciu, Irene Amerini, Fabrizio Silvestri

NeurIPS 2025 TAPAS: Datasets for Learning the Learning with Errors Problem Eshika Saxena, Alberto Alfarano, Francois Charton, Emily Wenger, Kristin E. Lauter

NeurIPS 2024 Global Lyapunov Functions: A Long-Standing Open Problem in Mathematics, with Symbolic Transformers Alberto Alfarano, François Charton, Amaury Hayat

NeurIPSW 2023 Discovering Lyapunov Functions with Transformers Alberto Alfarano, Francois Charton, Amaury Hayat