Learning DAGs from Data with Few Root Causes.
Panagiotis MisiakosChris WendlerMarkus PüschelPublished in: NeurIPS (2023)
Keyphrases
- data sets
- root cause
- prior knowledge
- learning algorithm
- data collection
- learning process
- raw data
- background knowledge
- high quality
- data points
- supervised learning
- missing data
- input data
- neural network
- image data
- knowledge discovery
- end users
- databases
- data analysis
- online learning
- knowledge acquisition
- synthetic data
- decision trees
- human experts
- information systems
- learning models
- database