Stefano Peluchetti

1. Non-Denoising Forward-Time Diffusions
   2023/12/22 by Stefano Peluchetti, Peluchetti, Stefano · 19 citations
   Computer Science · #Bayesian Methods and Mixture Models #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis
2. Sparser, Faster, Lighter Transformer Language Models
   2026/03/24 by Edoardo Cetin, Stefano Peluchetti, Emilio Castillo +3 · 2 voices
   #cs.LG #cs.CL
3. BM²: Coupled Schrödinger Bridge Matching
   2024/09/14 by Stefano Peluchetti, Peluchetti, Stefano · 3 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #Geophysical Methods and Applications #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Sparse and Compressive Sensing Techniques
4. Infinitely deep neural networks as diffusion processes
   2019/05/27 by Stefano Peluchetti, Stefano Favaro, Peluchetti, Stefano +1 · 1 citation
   Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications
5. Stable behaviour of infinitely wide deep neural networks
   2020/03/01 by Stefano Favaro, Sandra Fortini, Favaro, Stefano +3 · 1 citation
   Computer Science · Mathematics · #Stochastic Gradient Optimization Techniques #Gaussian Processes and Bayesian Inference #Markov Chains and Monte Carlo Methods
6. Function-Space MCMC for Bayesian Wide Neural Networks
   2024/08/26 by Lucia Pezzetti, Pezzetti, Lucia, Stefano Favaro +3 · 1 citation
   Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications #Nuclear Physics and Applications