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Sina Sharifi
Sina Sharifi
Johns Hopkins University
在 jhu.edu 的电子邮件经过验证
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ReachLipBnB: A branch-and-bound method for reachability analysis of neural autonomous systems using Lipschitz bounds
T Entesari, S Sharifi, M Fazlyab
2023 IEEE International Conference on Robotics and Automation (ICRA), 1003-1010, 2023
82023
Gradient-Regularized Out-of-Distribution Detection
S Sharifi, T Entesari, B Safaei, VM Patel, M Fazlyab
arXiv preprint arXiv:2404.12368, 2024
12024
Compositional Curvature Bounds for Deep Neural Networks
T Entesari, S Sharifi, M Fazlyab
arXiv preprint arXiv:2406.05119, 2024
2024
Provable Bounds on the Hessian of Neural Networks: Derivative-Preserving Reachability Analysis
S Sharifi, M Fazlyab
arXiv preprint arXiv:2406.04476, 2024
2024
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