Hyttinen, Antti
- Discovering Cyclic Causal Models with Latent Variables: A General\n SAT-Based Procedure
2013/09/26 by Antti Hyttinen, Patrik O. Hoyer, Hyttinen, Antti +5 · 4 citations
Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Machine Learning and Algorithms #Software Reliability and Analysis Research
- Towards Scalable Bayesian Learning of Causal DAGs
2020/09/30 by Jussi Viinikka, Antti Hyttinen, Viinikka, Jussi +5 · 3 citations
Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Census and Population Estimation #FOS: Computer and information sciences #Machine Learning (cs.LG) #Statistical Methods and Bayesian Inference
- Bayesian Discovery of Linear Acyclic Causal Models
2012/05/09 by Hoyer, Patrik O., Hyttinen, Antti · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)