Machine Learning Explanations by Surrogate Causal Models (MaLESCaMo).
Alberto TermineAlessandro AntonucciAlessandro FacchiniPublished in: xAI (Late-breaking Work, Demos, Doctoral Consortium) (2023)
Keyphrases
- causal models
- machine learning
- causal discovery
- conditional independence
- causal relationships
- causal relations
- structural model
- causal reasoning
- directed acyclic graph
- structural equation models
- machine learning methods
- data mining
- causal structure
- causal inference
- causal graph
- learning algorithm
- information extraction
- reinforcement learning
- decision trees
- machine learning algorithms
- np complete
- knowledge representation
- data analysis
- feature selection
- observational data