Jafarpour, Saber

6 publications

L4DC 2025 Neural Network-Assisted Interval Reachability for Systems with Control Barrier Function-Based Safe Controllers Damola Ajeyemi, Saber Jafarpour, Emiliano Dall’Anese

JMLR 2024 Non-Euclidean Monotone Operator Theory and Applications Alexander Davydov, Saber Jafarpour, Anton V. Proskurnikov, Francesco Bullo

L4DC 2023 Interval Reachability of Nonlinear Dynamical Systems with Neural Network Controllers Saber Jafarpour, Akash Harapanahalli, Samuel Coogan

L4DC 2022 Robustness Certificates for Implicit Neural Networks: A Mixed Monotone Contractive Approach Saber Jafarpour, Matthew Abate, Alexander Davydov, Francesco Bullo, Samuel Coogan

ICLR 2021 Combining Physics and Machine Learning for Network Flow Estimation Arlei Lopes da Silva, Furkan Kocayusufoglu, Saber Jafarpour, Francesco Bullo, Ananthram Swami, Ambuj Singh

NeurIPS 2021 Robust Implicit Networks via Non-Euclidean Contractions Saber Jafarpour, Alexander Davydov, Anton Proskurnikov, Francesco Bullo