Sina Sharifi

According to our database, Sina Sharifi authored at least 4 papers between 2023 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Provable Bounds on the Hessian of Neural Networks: Derivative-Preserving Reachability Analysis.

Sina Sharifi, Mahyar Fazlyab

CoRR, 2024

Compositional Curvature Bounds for Deep Neural Networks.

Taha Entesari, Sina Sharifi, Mahyar Fazlyab

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Gradient-Regularized Out-of-Distribution Detection.

Sina Sharifi, Taha Entesari, Bardia Safaei, Vishal M. Patel, Mahyar Fazlyab

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

ReachLipBnB: A branch-and-bound method for reachability analysis of neural autonomous systems using Lipschitz bounds.

Taha Entesari, Sina Sharifi, Mahyar Fazlyab

Proceedings of the IEEE International Conference on Robotics and Automation, 2023