ABCD-Strategy: Budgeted Experimental Design for Targeted Causal Structure Discovery.
Raj AgrawalChandler SquiresKarren D. YangKarthikeyan ShanmugamCaroline UhlerPublished in: AISTATS (2019)
Keyphrases
- experimental design
- causal structure
- causal discovery
- causal models
- causal relationships
- observational data
- empirical studies
- active learning
- experimental data
- feature selection
- bayesian networks
- sample size
- discovery process
- data mining
- multi class
- causal graph
- knowledge discovery
- machine learning
- learning styles
- probabilistic model