Eugenio Clerico

According to our database, Eugenio Clerico authored at least 13 papers between 2021 and 2025.

Collaborative distances:

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

2025

Linear Bandits with Non-i.i.d. Noise.

Baptiste Abélès, Eugenio Clerico, Hamish Flynn, Gergely Neu

CoRR, May, 2025

Confidence Sequences for Generalized Linear Models via Regret Analysis.

Eugenio Clerico, Hamish Flynn, Wojciech Kotlowski, Gergely Neu

CoRR, April, 2025

How good is PAC-Bayes at explaining generalisation?

Antoine Picard-Weibel, Eugenio Clerico, Roman Moscoviz, Benjamin Guedj

CoRR, March, 2025

Generalisation under gradient descent via deterministic PAC-Bayes.

Eugenio Clerico, Tyler Farghly, George Deligiannidis, Benjamin Guedj, Arnaud Doucet

Proceedings of the International Conference on Algorithmic Learning Theory, 2025

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

Baptiste Abélès, Eugenio Clerico, Gergely Neu

Proceedings of the International Conference on Algorithmic Learning Theory, 2025

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

Baptiste Abélès, Gergely Neu, Eugenio Clerico

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2024

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

Eugenio Clerico, Benjamin Guedj

Trans. Mach. Learn. Res., 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