Bombari, Simone

7 publications

ICML 2025 Spurious Correlations in High Dimensional Regression: The Roles of Regularization, Simplicity Bias and Over-Parameterization Simone Bombari, Marco Mondelli

ICLRW 2025 Spurious Correlations in High Dimensional Regression: The Roles of Regularization, Simplicity Bias and Over-Parameterization Simone Bombari, Marco Mondelli

ICML 2024 How Spurious Features Are Memorized: Precise Analysis for Random and NTK Features Simone Bombari, Marco Mondelli

ICML 2024 Towards Understanding the Word Sensitivity of Attention Layers: A Study via Random Features Simone Bombari, Marco Mondelli

ICML 2023 Beyond the Universal Law of Robustness: Sharper Laws for Random Features and Neural Tangent Kernels Simone Bombari, Shayan Kiyani, Marco Mondelli

NeurIPSW 2023 Privacy at Interpolation: Precise Analysis for Random and NTK Features Simone Bombari, Marco Mondelli

NeurIPS 2022 Memorization and Optimization in Deep Neural Networks with Minimum Over-Parameterization Simone Bombari, Mohammad Hossein Amani, Marco Mondelli