Joris M. Mooij

1. Causal Effect Inference with Deep Latent-Variable Models
   2017/05/24 by Christos Louizos, Louizos, Christos, Uri Shalit +9 · 43 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. From Ordinary Differential Equations to Structural Causal Models: the deterministic case
   2014/08/09 by Joris M. Mooij, Mooij, Joris, Dominik Janzing +2 · 8 citations
   Computer Science · Chemistry · #Bayesian Modeling and Causal Inference #Molecular spectroscopy and chirality
3. Distinguishing cause from effect using observational data: methods and benchmarks
   2014/12/11 by Joris M. Mooij, Jonas Peters, Dominik Janzing +2 · 2 voices · 1 citation
   #cs.LG #cs.AI #stat.ML #stat.OT
4. Cyclic Causal Discovery from Continuous Equilibrium Data
   2013/09/26 by Joris M. Mooij, Mooij, Joris, Tom Heskes +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
5. Causal Modeling of Dynamical Systems
   2018/03/23 by Stephan Bongers, Tineke Blom, Bongers, Stephan +3 · 3 citations
   Arts and Humanities · Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Gene Regulatory Network Analysis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Philosophy and History of Science
6. Sufficient conditions for convergence of Loopy Belief Propagation
   2012/07/04 by Joris M. Mooij, Hilbert J. Kappen, Mooij, Joris +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
7. Dynamic Structural Causal Models
   2024/06/03 by Philip Boeken, Joris M. Mooij · 1 citation
   #math.ST #math.PR #stat.ML #stat.TH
8. Causal Graphs, Markov Properties and Do-calculus for Stochastic Differential Equations
   2026/07/13 by Philip Boeken, Joris M. Mooij · 1 citation
   #math.ST #stat.ML #stat.TH