Clerico, Eugenio

8 publications

ALT 2025 Generalisation Under Gradient Descent via Deterministic PAC-Bayes Eugenio Clerico, Tyler Farghly, George Deligiannidis, Benjamin Guedj, Arnaud Doucet

ALT 2025 Generalization Bounds for Mixing Processes via Delayed Online-to-PAC Conversions Baptiste Abélès, Eugenio Clerico, Gergely Neu

AISTATS 2025 Online-to-PAC Generalization Bounds Under Graph-Mixing Dependencies Baptiste Abélès, Gergely Neu, Eugenio Clerico

TMLR 2024 A Note on Regularised NTK Dynamics with an Application to PAC-Bayesian Training Eugenio Clerico, Benjamin Guedj

ALT 2023 Wide Stochastic Networks: Gaussian Limit and PAC-Bayesian Training Eugenio Clerico, George Deligiannidis, Arnaud Doucet

AISTATS 2022 Conditionally Gaussian PAC-Bayes Eugenio Clerico, George Deligiannidis, Arnaud Doucet

COLT 2022 Chained Generalisation Bounds Eugenio Clerico, Amitis Shidani, George Deligiannidis, Arnaud Doucet

AISTATS 2021 Stable ResNet Soufiane Hayou, Eugenio Clerico, Bobby He, George Deligiannidis, Arnaud Doucet, Judith Rousseau