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Simone Bombari
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Beyond the Universal Law of Robustness: Sharper Laws for Random Features and Neural Tangent Kernels


Feb 03, 2023
Simone Bombari, Shayan Kiyani, Marco Mondelli

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Memorization and Optimization in Deep Neural Networks with Minimum Over-parameterization


May 20, 2022
Simone Bombari, Mohammad Hossein Amani, Marco Mondelli

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Sharp asymptotics on the compression of two-layer neural networks


May 18, 2022
Mohammad Hossein Amani, Simone Bombari, Marco Mondelli, Rattana Pukdee, Stefano Rini

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Towards Differential Relational Privacy and its use in Question Answering


Mar 30, 2022
Simone Bombari, Alessandro Achille, Zijian Wang, Yu-Xiang Wang, Yusheng Xie, Kunwar Yashraj Singh, Srikar Appalaraju, Vijay Mahadevan, Stefano Soatto

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