Learning Nonlinear Generative Models of Time Series With a Kalman Filter in RKHS.
Pingping ZhuBadong ChenJosé C. PríncipePublished in: IEEE Trans. Signal Process. (2014)
Keyphrases
- kalman filter
- generative model
- discriminative learning
- prior knowledge
- learning process
- probabilistic model
- learning algorithm
- discriminative models
- particle filter
- mixture model
- deep belief networks
- kalman filtering
- learning problems
- learning tasks
- search algorithm
- multiscale
- conditional random fields
- mean shift
- supervised learning
- object categorization
- three dimensional
- clustering algorithm