Online Causal Structure Learning in the Presence of Latent Variables.
Durdane KocacobanJames CussensPublished in: ICMLA (2019)
Keyphrases
- latent variables
- causal structure
- latent variable models
- causal relationships
- hidden variables
- structured output
- prior knowledge
- learning algorithm
- structural svms
- probabilistic model
- experimental data
- learning problems
- structured prediction
- max margin
- topic models
- natural language processing
- active learning
- learning process
- machine learning