Daniel Lengyel

1. GENNI: Visualising the Geometry of Equivalences for Neural Network Identifiability
   2020/11/14 by Daniel Lengyel, Janith C. Petangoda, Lengyel, Daniel +13 · 4 citations
   Computer Science · Physics and Astronomy · #Anomaly Detection Techniques and Applications #Differential Geometry (math.DG) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE)
2. Kernel Sum of Squares for Data Adapted Kernel Learning of Dynamical Systems from Data: A global optimization approach
   2024/08/12 by Daniel Lengyel, Lengyel, Daniel, Panos Parpas +5 · 3 citations
   Computer Science · Physics and Astronomy · #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications #Optimization and Control (math.OC)