Asterios Tsiourvas

1. Optimizing Objective Functions from Trained ReLU Neural Networks via Sampling
   2022/05/27 by Georgia Perakis, Perakis, Georgia, Asterios Tsiourvas +1 · 3 citations
   Computer Science · #Advanced Neural Network Applications #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and ELM #Optimization and Control (math.OC)
2. Discrete Gradient Flow Approximations of High Dimensional Evolution Partial Differential Equations via Deep Neural Networks
   2022/06/01 by Emmanuil H. Georgoulis, Georgoulis, Emmanuil H., Michail Loulakis +3 · 3 citations
   Engineering · Mathematics · Physics and Astronomy · #Advanced Numerical Methods in Computational Mathematics #FOS: Mathematics #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Numerical methods for differential equations