Efficient Inference in Dual-Emission FHMM for Energy Disaggregation.
Henning LangeMario BergesPublished in: AAAI Workshop: AI for Smart Grids and Smart Buildings (2016)
Keyphrases
- efficient inference
- energy saving
- energy consumption
- probabilistic inference
- conditional random fields
- wireless sensor networks
- markov random field
- hidden variables
- fully connected
- human pose estimation
- exact inference
- graph structure
- factor graphs
- approximate inference
- graphical models
- latent variables
- markov networks
- linear models
- pose estimation
- social networks
- higher order
- structured prediction
- junction tree
- bayesian networks