Decomposing signals into a sum of amplitude and frequency modulated sinusoids using probabilistic inference.
Richard E. TurnerManeesh SahaniPublished in: ICASSP (2012)
Keyphrases
- probabilistic inference
- instantaneous frequency
- frequency modulation
- graphical models
- bayesian networks
- weighted model counting
- influence diagrams
- context specific independence
- conditional probabilities
- approximate inference
- probabilistic reasoning
- belief networks
- message passing
- efficient inference
- exact inference
- bayesian belief networks
- variable elimination
- objective function
- bucket elimination
- belief propagation
- support vector
- elimination algorithm
- level set
- higher order
- feature selection
- neural network