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ORCIDSimone Bombari
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2020 – today
- 2024
[c5]Simone Bombari, Marco Mondelli:
How Spurious Features are Memorized: Precise Analysis for Random and NTK Features. ICML 2024- [c4]Simone Bombari, Marco Mondelli:
Towards Understanding the Word Sensitivity of Attention Layers: A Study via Random Features. ICML 2024 - [i8]Simone Bombari, Marco Mondelli:
Towards Understanding the Word Sensitivity of Attention Layers: A Study via Random Features. CoRR abs/2402.02969 (2024) - [i7]Nikita P. Kalinin, Simone Bombari, Hossein Zakerinia, Christoph H. Lampert:
DP-KAN: Differentially Private Kolmogorov-Arnold Networks. CoRR abs/2407.12569 (2024) - [i6]Simone Bombari, Marco Mondelli:
Privacy for Free in the Over-Parameterized Regime. CoRR abs/2410.14787 (2024) - 2023
- [c3]Simone Bombari, Shayan Kiyani, Marco Mondelli:
Beyond the Universal Law of Robustness: Sharper Laws for Random Features and Neural Tangent Kernels. ICML 2023: 2738-2776 - [i5]Simone Bombari, Shayan Kiyani, Marco Mondelli:
Beyond the Universal Law of Robustness: Sharper Laws for Random Features and Neural Tangent Kernels. CoRR abs/2302.01629 (2023) - [i4]Simone Bombari, Marco Mondelli:
Stability, Generalization and Privacy: Precise Analysis for Random and NTK Features. CoRR abs/2305.12100 (2023) - 2022
- [c2]Mohammad Hossein Amani, Simone Bombari, Marco Mondelli, Rattana Pukdee, Stefano Rini:
Sharp asymptotics on the compression of two-layer neural networks. ITW 2022: 588-593 - [c1]Simone Bombari, Mohammad Hossein Amani, Marco Mondelli:
Memorization and Optimization in Deep Neural Networks with Minimum Over-parameterization. NeurIPS 2022 - [i3]Simone Bombari, Alessandro Achille, Zijian Wang, Yu-Xiang Wang, Yusheng Xie, Kunwar Yashraj Singh, Srikar Appalaraju, Vijay Mahadevan, Stefano Soatto:
Towards Differential Relational Privacy and its use in Question Answering. CoRR abs/2203.16701 (2022) - [i2]Mohammad Hossein Amani, Simone Bombari, Marco Mondelli, Rattana Pukdee, Stefano Rini:
Sharp asymptotics on the compression of two-layer neural networks. CoRR abs/2205.08199 (2022) - [i1]Simone Bombari, Mohammad Hossein Amani, Marco Mondelli:
Memorization and Optimization in Deep Neural Networks with Minimum Over-parameterization. CoRR abs/2205.10217 (2022)
Coauthor Index
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