Peluchetti, Stefano

11 publications

TMLR 2025 BM$^2$: Coupled Schrödinger Bridge Matching Stefano Peluchetti

AISTATS 2025 Function-Space MCMC for Bayesian Wide Neural Networks Lucia Pezzetti, Stefano Favaro, Stefano Peluchetti

TMLR 2024 Large-Width Asymptotics and Training Dynamics of $\alpha$-Stable ReLU Neural Networks Stefano Favaro, Sandra Fortini, Stefano Peluchetti

NeurIPSW 2024 Preconditioned Crank-Nicolson Algorithms for Wide Bayesian Neural Networks Lucia Pezzetti, Stefano Favaro, Stefano Peluchetti

JMLR 2023 Diffusion Bridge Mixture Transports, Schrödinger Bridge Problems and Generative Modeling Stefano Peluchetti

JMLR 2023 Learning-Augmented Count-Min Sketches via Bayesian Nonparametrics Emanuele Dolera, Stefano Favaro, Stefano Peluchetti

AISTATS 2021 A Bayesian Nonparametric Approach to Count-Min Sketch Under Power-Law Data Streams Emanuele Dolera, Stefano Favaro, Stefano Peluchetti

JMLR 2021 Doubly Infinite Residual Neural Networks: A Diffusion Process Approach Stefano Peluchetti, Stefano Favaro

ICLR 2021 Large-Width Functional Asymptotics for Deep Gaussian Neural Networks Daniele Bracale, Stefano Favaro, Sandra Fortini, Stefano Peluchetti

AISTATS 2020 Infinitely Deep Neural Networks as Diffusion Processes Stefano Peluchetti, Stefano Favaro

AISTATS 2020 Stable Behaviour of Infinitely Wide Deep Neural Networks Stefano Peluchetti, Stefano Favaro, Sandra Fortini