Boosting Differentiable Causal Discovery via Adaptive Sample Reweighting.
An ZhangFangfu LiuWenchang MaZhibo CaiXiang WangTat-Seng ChuaPublished in: CoRR (2023)
Keyphrases
- causal discovery
- causal models
- causal relationships
- ensemble learning
- discovery process
- base classifiers
- directed acyclic graph
- objective function
- causal structure
- bayesian networks
- feature selection
- loss function
- sample size
- database
- ensemble methods
- probabilistic model
- markov blanket
- cost sensitive
- training set
- decision trees
- information retrieval
- data mining