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Eugenio Clerico
Eugenio Clerico
Universitat Pompeu Fabra (Barcelona)
Dirección de correo verificada de upf.edu
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Stable resnet
S Hayou, E Clerico, B He, G Deligiannidis, A Doucet, J Rousseau
International Conference on Artificial Intelligence and Statistics, 1324-1332, 2021
622021
Conditionally Gaussian PAC-Bayes
E Clerico, G Deligiannidis, A Doucet
The 25th International Conference on Artificial Intelligence and Statistics, 2022
222022
Chained Generalisation Bounds
E Clerico, A Shidani, G Deligiannidis, A Doucet
35th Annual Conference on Learning Theory (COLT 2022) 178, 4212-4257, 2022
182022
Wide stochastic networks: Gaussian limit and PAC-Bayesian training
E Clerico, G Deligiannidis, A Doucet
International Conference on Algorithmic Learning Theory, 447-470, 2023
172023
Generalisation under gradient descent via deterministic PAC-Bayes
E Clerico, T Farghly, G Deligiannidis, B Guedj, A Doucet
arXiv preprint arXiv:2209.02525, 2023
9*2023
Generalization bounds for mixing processes via delayed online-to-PAC conversions
B Abeles, E Clerico, G Neu
arXiv preprint arXiv:2406.12600, 2024
12024
On the optimality of coin-betting for mean estimation
E Clerico
arXiv preprint arXiv:2412.02640, 2024
2024
Online-to-PAC generalization bounds under graph-mixing dependencies
B Abélès, E Clerico, G Neu
arXiv preprint arXiv:2410.08977, 2024
2024
A note on regularised NTK dynamics with an application to PAC-Bayesian training
E Clerico, B Guedj
arXiv preprint arXiv:2312.13259, 2023
2023
Generalisation and expressiveness for over-parameterised neural networks
E Clerico
University of Oxford, 2023
2023
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Artículos 1–10