Mizu Nishikawa-Toomey
- Bayesian learning of Causal Structure and Mechanisms with GFlowNets and Variational Bayes
2022/11/04 by Mizu Nishikawa-Toomey, Nishikawa-Toomey, Mizu, Tristan Deleu +7 · 4 citations
Computer Science · Environmental Science · #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Health, Environment, Cognitive Aging #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Joint Bayesian Inference of Graphical Structure and Parameters with a Single Generative Flow Network
2023/05/30 by Tristan Deleu, Mizu Nishikawa-Toomey, Deleu, Tristan +9 · 4 citations
Computer Science · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare