Leveraging graphical models to improve accuracy and reduce privacy risks of mobile sensing.
Abhinav ParateMeng-Chieh ChiuDeepak GanesanBenjamin M. MarlinPublished in: MobiSys (2013)
Keyphrases
- graphical models
- probabilistic model
- belief propagation
- random variables
- approximate inference
- bayesian networks
- probabilistic graphical models
- probabilistic inference
- structure learning
- conditional random fields
- markov networks
- belief networks
- statistical inference
- conditional independence
- map inference
- exact inference
- structured data
- model selection
- probabilistic reasoning
- chain graphs