Leonardo Defilippis

1. Fundamental computational limits of weak learnability in high-dimensional multi-index models
   2024/05/24 by Emanuele Troiani, Yatin Dandi, Troiani, Emanuele +9 · 2 citations
   Computer Science · Mathematics · #Computational Complexity (cs.CC) #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Statistical Methods and Inference
2. Scaling Laws and Spectra of Shallow Neural Networks in the Feature Learning Regime
   2025/09/29 by Leonardo Defilippis, Yizhou Xu, Defilippis, Leonardo +13 · 1 voice · 5 citations
   #cs.LG #cond-mat.dis-nn #cs.AI #stat.ML
3. Optimal Spectral Transitions in High-Dimensional Multi-Index Models
   2025/02/04 by Leonardo Defilippis, Defilippis, Leonardo, Yatin Dandi +7 · 1 citation
   Economics, Econometrics and Finance · Mathematics · Physics and Astronomy · #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Physical sciences #Gas Dynamics and Kinetic Theory #Machine Learning (cs.LG) #Quantum chaos and dynamical systems #Stochastic processes and financial applications