Aurelien Lucchi

1. Stabilizing Training of Generative Adversarial Networks through Regularization
   2017/05/25 by Kevin Roth, Kevin A. Roth, Aurelien Lucchi +7 · 1 voice · 8 citations
   Computer Science · Mathematics · Physics and Astronomy · #Computational Physics and Python Applications #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #cs.LG #stat.ML
2. Loss Landscape Characterization of Neural Networks without Over-Parametrization
   2024/10/16 by Rustem Islamov, Islamov, Rustem, Niccolò Ajroldi +6 · 1 voice · 3 citations
   Computer Science · #Neural Networks and Applications #cs.LG #math.OC #stat.ML
3. What's in a Smoothness Constant? Tighter Rates for Local SGD with Bounded Second-order Heterogeneity
   2026/07/16 by Kumar Kshitij Patel, Rustem Islamov, Sebastian U Stich +3
   #cs.LG #math.OC #stat.ML