Jacobian-based Causal Discovery with Nonlinear ICA.
Patrik ReizingerYash SharmaMatthias BethgeBernhard SchölkopfFerenc HuszárWieland BrendelPublished in: Trans. Mach. Learn. Res. (2023)
Keyphrases
- causal discovery
- causal models
- independent component analysis
- causal relationships
- independent components analysis
- causal structure
- discovery process
- source separation
- bayesian networks
- directed acyclic graph
- conditional independence
- independent components
- markov blanket
- linear non gaussian
- blind source separation
- feature extraction
- face recognition
- information retrieval
- graphical models
- observational data
- decision making
- machine learning