Causal Mosaic: Cause-Effect Inference via Nonlinear ICA and Ensemble Method.
Pengzhou WuKenji FukumizuPublished in: AISTATS (2020)
Keyphrases
- ensemble methods
- prediction accuracy
- bayesian networks
- machine learning methods
- random forests
- independent component analysis
- decision trees
- benchmark datasets
- ensemble learning
- independent components analysis
- base classifiers
- random forest
- preprocessing
- generalization ability
- rotation forest
- drifting concepts
- face recognition
- classifier ensemble
- feature extraction
- principal component analysis
- training data
- ensemble classifier
- base learners
- subspace methods
- multilabel classification