Mazouz, Rayan

1. Safety Guarantees for Neural Network Dynamic Systems via Stochastic Barrier Functions
   2022/06/15 by Rayan Mazouz, Mazouz, Rayan, Karan Muvvala +7 · 4 citations
   Computer Science · Materials Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning in Materials Science #Neural Networks and Applications #Robotics (cs.RO) #Systems and Control (eess.SY) #electronic engineering #information engineering
2. Data-Driven Permissible Safe Control with Barrier Certificates
   2024/04/30 by Rayan Mazouz, John Skovbekk, Mazouz, Rayan +9 · 3 citations
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Fault Detection and Control Systems #Machine Learning (cs.LG) #Robotics (cs.RO) #Smart Grid Security and Resilience #Systems and Control (eess.SY) #electronic engineering #information engineering
3. Piecewise Stochastic Barrier Functions
   2024/04/25 by Mazouz, Rayan, Mathiesen, Frederik Baymler, Laurenti, Luca +1 · 2 citations
   #FOS: Computer and information sciences #Robotics (cs.RO)