On Low-Rank Directed Acyclic Graphs and Causal Structure Learning.
Zhuangyan FangShengyu ZhuJiji ZhangYue LiuZhitang ChenYangbo HePublished in: IEEE Trans. Neural Networks Learn. Syst. (2024)
Keyphrases
- low rank
- structure learning
- directed acyclic graph
- conditional independence
- causal models
- causal discovery
- bayesian networks
- causal reasoning
- graphical models
- random variables
- missing data
- convex optimization
- markov blanket
- linear combination
- matrix factorization
- structural learning
- singular value decomposition
- equivalence classes
- semi supervised
- directed graph
- causal relationships
- high dimensional data
- data sets
- pairwise
- undirected graph
- parameter estimation
- probabilistic inference
- transfer learning
- random walk
- image processing