Simone Bombari

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 10

Top Topics

Histogram Intersection

Question Answering

Differentially Private

Top Venues

Publications

Nikita P. Kalinin, Simone Bombari, Hossein Zakerinia, Christoph H. Lampert
DP-KAN: Differentially Private Kolmogorov-Arnold Networks. CoRR (2024)
Simone Bombari, Marco Mondelli
Towards Understanding the Word Sensitivity of Attention Layers: A Study via Random Features. CoRR (2024)
Simone Bombari, Shayan Kiyani, Marco Mondelli
Beyond the Universal Law of Robustness: Sharper Laws for Random Features and Neural Tangent Kernels. ICML (2023)
Simone Bombari, Marco Mondelli
Stability, Generalization and Privacy: Precise Analysis for Random and NTK Features. CoRR (2023)
Simone Bombari, Shayan Kiyani, Marco Mondelli
Beyond the Universal Law of Robustness: Sharper Laws for Random Features and Neural Tangent Kernels. CoRR (2023)
Simone Bombari, Mohammad Hossein Amani, Marco Mondelli
Memorization and Optimization in Deep Neural Networks with Minimum Over-parameterization. CoRR (2022)
Simone Bombari, Mohammad Hossein Amani, Marco Mondelli
Memorization and Optimization in Deep Neural Networks with Minimum Over-parameterization. NeurIPS (2022)
Mohammad Hossein Amani, Simone Bombari, Marco Mondelli, Rattana Pukdee, Stefano Rini
Sharp asymptotics on the compression of two-layer neural networks. ITW (2022)
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 (2022)
Mohammad Hossein Amani, Simone Bombari, Marco Mondelli, Rattana Pukdee, Stefano Rini
Sharp asymptotics on the compression of two-layer neural networks. CoRR (2022)