Bayesian Learning and Inference in Recurrent Switching Linear Dynamical Systems.
Scott W. LindermanMatthew J. JohnsonAndrew C. MillerRyan P. AdamsDavid M. BleiLiam PaninskiPublished in: AISTATS (2017)
Keyphrases
- bayesian learning
- linear dynamical systems
- dynamical systems
- model selection
- hidden markov models
- spatio temporal
- video sequences
- real valued
- human motion
- posterior distribution
- dynamic textures
- bayesian inference
- bayesian framework
- learning algorithm
- closed form
- gaussian processes
- cross validation
- search space
- latent variable models
- bayesian networks