Near-Optimal Smoothing of Structured Conditional Probability Matrices.
Moein FalahatgarMesrob I. OhannessianAlon OrlitskyPublished in: NIPS (2016)
Keyphrases
- conditional probabilities
- probabilistic model
- probability distribution
- probabilistic inference
- bayesian networks
- joint distribution
- random variables
- bayesian model
- class labels
- posterior probability
- joint probability
- discrete random variables
- bayesian belief networks
- belief networks
- prior probabilities
- network parameters
- singular value decomposition
- structured data
- smoothing methods
- smoothing algorithm
- conditional probability tables
- real world
- small number
- pairwise
- pairwise comparison
- object recognition