Mooij, Joris

1. Causal Effect Inference with Deep Latent-Variable Models
   2017/05/24 by Christos Louizos, Uri Shalit, Louizos, Christos +9 · 58 citations
   Computer Science · Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Statistical Methods and Inference
2. On Causal and Anticausal Learning
   2012/06/27 by Bernhard Schoelkopf, Schoelkopf, Bernhard, Dominik Janzing +9 · 31 citations
   Computer Science · #Bayesian Modeling and Causal Inference #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
3. From Ordinary Differential Equations to Structural Causal Models: the deterministic case
   2014/08/09 by Joris M. Mooij, Dominik Janzing, Mooij, Joris +2 · 9 citations
   Computer Science · Chemistry · #Bayesian Modeling and Causal Inference #Molecular spectroscopy and chirality
4. Identifiability of Causal Graphs using Functional Models
   2012/02/14 by Peters, Jonas, Mooij, Joris, Janzing, Dominik +1 · 6 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. Learning Sparse Causal Models is not NP-hard
   2013/09/26 by Claassen, Tom, Mooij, Joris, Heskes, Tom · 5 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
6. Cyclic Causal Discovery from Continuous Equilibrium Data
   2013/09/26 by Joris M. Mooij, Tom Heskes, Mooij, Joris +1 · 5 citations
   Biochemistry, Genetics and Molecular Biology · Neuroscience · Computer Science · #Gene Regulatory Network Analysis #Neural dynamics and brain function #Gaussian Processes and Bayesian Inference
7. Inferring deterministic causal relations
   2012/03/15 by Daniusis, Povilas, Janzing, Dominik, Mooij, Joris +4 · 4 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
8. Sufficient conditions for convergence of Loopy Belief Propagation
   2012/07/04 by Joris M. Mooij, Mooij, Joris, Hilbert J. Kappen +1 · 2 citations
   Computer Science · Engineering · #Advanced Wireless Communication Techniques #Algorithms and Data Compression #Artificial Intelligence (cs.AI) #Error Correcting Code Techniques #FOS: Computer and information sciences
9. Identifying confounders using additive noise models
   2012/05/09 by Janzing, Dominik, Peters, Jonas, Mooij, Joris +1 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)