Eugenio Clerico

According to our database, Eugenio Clerico authored at least 9 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

A note on regularised NTK dynamics with an application to PAC-Bayesian training.

Eugenio Clerico, Benjamin Guedj

Trans. Mach. Learn. Res., 2024

Online-to-PAC generalization bounds under graph-mixing dependencies.

Baptiste Abélès, Eugenio Clerico, Gergely Neu

CoRR, 2024

Generalization bounds for mixing processes via delayed online-to-PAC conversions.

Baptiste Abélès, Eugenio Clerico, Gergely Neu

CoRR, 2024

2023

Wide stochastic networks: Gaussian limit and PAC-Bayesian training.

Eugenio Clerico, George Deligiannidis, Arnaud Doucet

Proceedings of the International Conference on Algorithmic Learning Theory, 2023

2022

A PAC-Bayes bound for deterministic classifiers.

Eugenio Clerico, George Deligiannidis, Benjamin Guedj, Arnaud Doucet

CoRR, 2022

Chained generalisation bounds.

Eugenio Clerico, Amitis Shidani, George Deligiannidis, Arnaud Doucet

Proceedings of the Conference on Learning Theory, 2-5 July 2022, London, UK., 2022

Conditionally Gaussian PAC-Bayes.

Eugenio Clerico, George Deligiannidis, Arnaud Doucet

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Conditional Gaussian PAC-Bayes.

Eugenio Clerico, George Deligiannidis, Arnaud Doucet

CoRR, 2021

Stable ResNet.

Soufiane Hayou, Eugenio Clerico, Bobby He, George Deligiannidis, Arnaud Doucet, Judith Rousseau

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021