Ferrari-Trecate, Giancarlo

7 publications

ICLR 2025 Contractive Dynamical Imitation Policies for Efficient Out-of-Sample Recovery Amin Abyaneh, Mahrokh Ghoddousi Boroujeni, Hsiu-Chin Lin, Giancarlo Ferrari-Trecate

TMLR 2025 Personalized Federated Learning of Probabilistic Models: A PAC-Bayesian Approach Mahrokh Ghoddousi Boroujeni, Andreas Krause, Giancarlo Ferrari-Trecate

L4DC 2022 Distributed Neural Network Control with Dependability Guarantees: A Compositional Port-Hamiltonian Approach Luca Furieri, Clara Lucía Galimberti, Muhammad Zakwan, Giancarlo Ferrari-Trecate

L4DC 2022 Safe Control with Minimal Regret Andrea Martin, Luca Furieri, Florian Dörfler, John Lygeros, Giancarlo Ferrari-Trecate

NeurIPSW 2021 Non Vanishing Gradients for Arbitrarily Deep Neural Networks: A Hamiltonian System Approach Clara Galimberti, Luca Furieri, Liang Xu, Giancarlo Ferrari-Trecate

L4DC 2021 Non-Conservative Design of Robust Tracking Controllers Based on Input-Output Data Liang Xu, Mustafa Sahin Turan, Baiwei Guo, Giancarlo Ferrari-Trecate

NeurIPS 1998 Finite-Dimensional Approximation of Gaussian Processes Giancarlo Ferrari-Trecate, Christopher K. I. Williams, Manfred Opper