Learning Causal Structures Using Regression Invariance.
AmirEmad GhassamiSaber SalehkaleybarNegar KiyavashKun ZhangPublished in: NIPS (2017)
Keyphrases
- learning algorithm
- unsupervised learning
- reinforcement learning
- learning systems
- learning process
- supervised learning
- locally weighted
- learning scheme
- classification and regression problems
- incremental learning
- genetic programming
- prior knowledge
- bayesian networks
- genetic algorithm
- least squares
- active learning
- model selection
- mobile devices
- experimental data
- linear regression
- training set
- causal relationships
- neural network