Deep Latent Generative Models for Energy Disaggregation.
Gissella BejaranoDavid DeFazioArti RameshPublished in: AAAI (2019)
Keyphrases
- generative model
- energy saving
- probabilistic model
- discriminative learning framework
- latent structure
- discriminative learning
- energy consumption
- discriminative models
- latent variables
- deep belief networks
- latent dirichlet allocation
- conditional random fields
- generative process
- em algorithm
- mixture model
- prior knowledge
- semi supervised
- topic models
- latent variable models
- object categories
- hidden variables
- hierarchical hidden markov models
- deep learning
- generative and discriminative models
- representational power
- similarity measure
- maximum entropy principle
- machine learning
- maximum entropy
- expectation maximization
- maximum likelihood
- graphical models
- pairwise