Online Variational Approximations to non-Exponential Family Change Point Models: With Application to Radar Tracking.
Ryan D. TurnerSteven BottoneClay J. StanekPublished in: NIPS (2013)
Keyphrases
- exponential family
- variational methods
- change point
- closed form
- statistical models
- density estimation
- graphical models
- maximum likelihood
- parameter estimation
- model selection
- optical flow
- prior knowledge
- data sets
- particle filter
- language model
- probability distribution
- hidden variables
- approximate inference
- probabilistic model
- log likelihood