Large-scale probabilistic forecasting in energy systems using sparse Gaussian conditional random fields.
Matt WytockJ. Zico KolterPublished in: CDC (2013)
Keyphrases
- conditional random fields
- probabilistic model
- generative model
- random fields
- information extraction
- graphical models
- hidden markov models
- higher order
- sequence labeling
- named entity recognition
- markov random field
- high dimensional
- energy minimization
- maximum entropy
- pairwise
- bayesian networks
- restricted boltzmann machine
- structured learning
- multi class
- markov networks
- search engine