Megretski, Alexandre

1. Robust Deep Reinforcement Learning through Adversarial Loss
   2020/08/05 by Tuomas Oikarinen, Oikarinen, Tuomas, Zhang, Wang +3 · 10 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
2. Optimal Detection of Symmetric Mixed Quantum States
   2002/11/19 by Yonina C. Eldar, Eldar, Yonina C., Alexandre Megretski +3 · 1 citation
   Physics and Astronomy · #FOS: Physical sciences #Quantum Physics (quant-ph) #quant-ph
3. Convex Parameterizations and Fidelity Bounds for Nonlinear\n Identification and Reduced-Order Modelling
   2017/01/23 by Mark M. Tobenkin, Ian R. Manchester, Tobenkin, Mark M. +3 · 2 citations
   Physics and Astronomy · Engineering · #Model Reduction and Neural Networks #Control Systems and Identification #Advanced Control Systems Optimization
4. Stable Nonlinear Identification From Noisy Repeated Experiments via\n Convex Optimization
   2013/03/18 by Mark M. Tobenkin, Ian R. Manchester, Tobenkin, Mark M. +3 · 1 citation
   Engineering · #Advanced Control Systems Optimization #Control Systems and Identification #FOS: Electrical engineering #FOS: Mathematics #Fault Detection and Control Systems #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
5. One step closer to unbiased aleatoric uncertainty estimation
   2023/12/16 by Zhang, Wang, Ma, Ziwen, Das, Subhro +4 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)