Bombari, Simone

1. Memorization and Optimization in Deep Neural Networks with Minimum Over-parameterization
   2022/05/20 by Simone Bombari, Bombari, Simone, Mohammad Hossein Amani +3 · 6 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
2. Spurious Correlations in High Dimensional Regression: The Roles of Regularization, Simplicity Bias and Over-Parameterization
   2025/02/03 by Simone Bombari, Bombari, Simone, Marco Mondelli +1 · 5 citations
   Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Inference
3. How Spurious Features Are Memorized: Precise Analysis for Random and NTK Features
   2023/05/20 by Bombari, Simone, Mondelli, Marco · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)