Variational Inference for Sequential Data with Future Likelihood Estimates.
Geon-Hyeong KimYoungsoo JangHongseok YangKee-Eung KimPublished in: ICML (2020)
Keyphrases
- sequential data
- variational inference
- bayesian inference
- hidden markov models
- topic models
- posterior distribution
- sequential patterns
- pattern mining
- probabilistic graphical models
- variational methods
- mixture model
- closed form
- fixed length
- maximum likelihood
- latent dirichlet allocation
- gaussian process
- exponential family
- probabilistic model
- graphical models
- pattern discovery
- sequence data
- sequential pattern mining
- spatio temporal
- computer vision
- probability distribution
- knowledge discovery
- approximate inference
- data mining
- information extraction
- multiscale
- factor graphs