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← Authors

Simone Bombari

5 papers · 2022–2025 · 2 conferences · across top CS/AI conferences

Achievements

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🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (10)

Conferences

ICML (4) NIPS (1)

Top co-authors

Marco Mondelli (5) Mohammad Hossein Amani (1) Shayan Kiyani (1)

Keywords

neural tangent kernel (2) adversarial robustness (1) gradient descent (1) deep neural network (1) random feature (1) eigenvalue bound (1) memorization capacity (1)

Papers

Spurious Correlations in High Dimensional Regression: The Roles of Regularization, Simplicity Bias and Over-Parameterization ICML 2025 How Spurious Features are Memorized: Precise Analysis for Random and NTK Features ICML 2024 Towards Understanding the Word Sensitivity of Attention Layers: A Study via Random Features ICML 2024 Beyond the Universal Law of Robustness: Sharper Laws for Random Features and Neural Tangent Kernels ICML 2023 Memorization and Optimization in Deep Neural Networks with Minimum Over-parameterization NIPS 2022