Matteo Vilucchio

1. A High Dimensional Statistical Model for Adversarial Training: Geometry and Trade-Offs
   2024/02/08 by Kasimir Tanner, Tanner, Kasimir, Matteo Vilucchio +5 · 3 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Asymptotics of Non-Convex Generalized Linear Models in High-Dimensions: A proof of the replica formula
   2025/02/27 by Matteo Vilucchio, Vilucchio, Matteo, Yatin Dandi +6 · 3 citations
   Computer Science · Engineering · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference #Stochastic Gradient Optimization Techniques