Søren Wengel Mogensen

1. Causal discovery in a complex industrial system: A time series benchmark
   2023/10/28 by Søren Wengel Mogensen, Mogensen, Søren Wengel, Karin Rathsman +3 · 3 citations
   Computer Science · Engineering · #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Signature Kernel Conditional Independence Tests in Causal Discovery for Stochastic Processes
   2024/02/28 by Georg Manten, Cecilia Casolo, Manten, Georg +9 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. Learning by Doing: Controlling a Dynamical System using Causality, Control, and Reinforcement Learning
   2022/02/12 by Sebastian Weichwald, Søren Wengel Mogensen, Weichwald, Sebastian +15 · 1 citation
   Computer Science · Engineering · #Advanced Control Systems Optimization #Control Systems and Identification #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Reinforcement Learning in Robotics #Robotics (cs.RO) #Systems and Control (eess.SY) #electronic engineering #information engineering