Eugenio Clerico

20 papers A* 1A 3B 3Journal 13

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Confidence Sequences for Generalized Linear Models via Regret Analysis. CoRR Eugenio Clerico, Hamish Flynn, Wojciech Kotlowski, Gergely Neu
2025	B	`conf`	Generalisation under gradient descent via deterministic PAC-Bayes. ALT Eugenio Clerico, Tyler Farghly, George Deligiannidis, Benjamin Guedj, Arnaud Doucet
2025	B	`conf`	Generalization bounds for mixing processes via delayed online-to-PAC conversions. ALT Baptiste Abélès, Eugenio Clerico, Gergely Neu
2025	J	`jnl`	How good is PAC-Bayes at explaining generalisation? CoRR Antoine Picard-Weibel, Eugenio Clerico, Roman Moscoviz, Benjamin Guedj
2025	J	`jnl`	Linear Bandits with Non-i.i.d. Noise. CoRR Baptiste Abélès, Eugenio Clerico, Hamish Flynn, Gergely Neu
2025	J	`jnl`	On the optimality of coin-betting for mean estimation. Int. J. Approx. Reason. Eugenio Clerico
2025	A	`conf`	Online-to-PAC generalization bounds under graph-mixing dependencies. AISTATS Baptiste Abélès, Gergely Neu, Eugenio Clerico
2024	J	`jnl`	A note on regularised NTK dynamics with an application to PAC-Bayesian training. Trans. Mach. Learn. Res. Eugenio Clerico, Benjamin Guedj
2024	J	`jnl`	Generalization bounds for mixing processes via delayed online-to-PAC conversions. CoRR Baptiste Abélès, Eugenio Clerico, Gergely Neu
2024	J	`jnl`	Online-to-PAC generalization bounds under graph-mixing dependencies. CoRR Baptiste Abélès, Eugenio Clerico, Gergely Neu
2023	J	`jnl`	A note on regularised NTK dynamics with an application to PAC-Bayesian training. CoRR Eugenio Clerico, Benjamin Guedj
2023	B	`conf`	Wide stochastic networks: Gaussian limit and PAC-Bayesian training. ALT Eugenio Clerico, George Deligiannidis, Arnaud Doucet
2022	J	`jnl`	A PAC-Bayes bound for deterministic classifiers. CoRR Eugenio Clerico, George Deligiannidis, Benjamin Guedj, Arnaud Doucet
2022	J	`jnl`	Chained Generalisation Bounds. CoRR Eugenio Clerico, Amitis Shidani, George Deligiannidis, Arnaud Doucet
2022	A*	`conf`	Chained generalisation bounds. COLT Eugenio Clerico, Amitis Shidani, George Deligiannidis, Arnaud Doucet
2022	A	`conf`	Conditionally Gaussian PAC-Bayes. AISTATS Eugenio Clerico, George Deligiannidis, Arnaud Doucet
2021	J	`jnl`	Conditional Gaussian PAC-Bayes. CoRR Eugenio Clerico, George Deligiannidis, Arnaud Doucet
2021	A	`conf`	Stable ResNet. AISTATS Soufiane Hayou, Eugenio Clerico, Bobby He, George Deligiannidis, Arnaud Doucet, Judith Rousseau
2021	J	`jnl`	Wide stochastic networks: Gaussian limit and PAC-Bayesian training. CoRR Eugenio Clerico, George Deligiannidis, Arnaud Doucet
2020	J	`jnl`	Stable ResNet. CoRR Soufiane Hayou, Eugenio Clerico, Bobby He, George Deligiannidis, Arnaud Doucet, Judith Rousseau