Temporal Autoencoding Improves Generative Models of Time Series.
Chris HäuslerAlex K. SusemihlMartin P. NawrotManfred OpperPublished in: CoRR (2013)
Keyphrases
- generative model
- probabilistic model
- discriminative models
- discriminative learning
- conditional random fields
- mixture model
- hierarchical hidden markov models
- em algorithm
- object categories
- prior knowledge
- expectation maximization
- semi supervised
- dynamic textures
- topic models
- representational power
- hidden variables
- information retrieval
- maximum entropy principle
- language model
- latent variables
- generative and discriminative models
- machine learning