Sina Sharifi

1. Gradient-Regularized Out-of-Distribution Detection
   2024/04/18 by Sina Sharifi, Sharifi, Sina, Taha Entesari +7 · 5 citations
   Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG)
2. Provable Bounds on the Hessian of Neural Networks: Derivative-Preserving Reachability Analysis
   2024/06/06 by Sina Sharifi, Mahyar Fazlyab, Sharifi, Sina +1 · 1 citation
   Computer Science · #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Neural Networks and Applications #Systems and Control (eess.SY) #electronic engineering #information engineering
3. Compositional Curvature Bounds for Deep Neural Networks
   2024/06/07 by Taha Entesari, Entesari, Taha, Sina Sharifi +3 · 1 citation
   Engineering · #Advanced X-ray and CT Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Imaging and Analysis