Sina Sharifi

According to our database, Sina Sharifi authored at least 8 papers between 2023 and 2026.

Collaborative distances:

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

2026

Model Predictive Path Integral Control as Preconditioned Gradient Descent.

Mahyar Fazlyab, Sina Sharifi, Jiarui Wang

CoRR, March, 2026

Perturbed Gradient Descent via Convex Quadratic Approximation for Nonconvex Bilevel Optimization.

Nazanin Abolfazli, Sina Sharifi, Mahyar Fazlyab, Erfan Yazdandoost Hamedani

Trans. Mach. Learn. Res., 2026

2025

Sequential QCQP for Bilevel Optimization With Line Search.

Sina Sharifi, Erfan Yazdandoost Hamedani, Mahyar Fazlyab

IEEE Control. Syst. Lett., 2025

Safe Gradient Flow for Bilevel Optimization.

Sina Sharifi, Nazanin Abolfazli, Erfan Yazdandoost Hamedani, Mahyar Fazlyab

Proceedings of the 2025 American Control Conference, 2025

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