Learning the Conditional Independence Structure of Stationary Time Series: A Multitask Learning Approach.
Alexander JungPublished in: IEEE Trans. Signal Process. (2015)
Keyphrases
- multitask learning
- conditional independence
- structure and parameter learning
- multi task learning
- bayesian network structure
- learning tasks
- bayesian networks
- multi task
- learning process
- conditional independence tests
- supervised learning
- graphical models
- learning algorithm
- prior knowledge
- non stationary
- pose estimation
- inductive learning
- gaussian processes
- active learning
- pairwise