Sidestepping Intractable Inference with Structured Ensemble Cascades.
David J. WeissBenjamin SappBen TaskarPublished in: NIPS (2010)
Keyphrases
- exact inference
- probabilistic inference
- inference process
- neural network
- np complete
- structured data
- belief networks
- training set
- efficient learning
- approximate inference
- learning algorithm
- bayesian inference
- ensemble learning
- bayesian networks
- inference mechanism
- ensemble methods
- random forest
- max margin learning
- random forests
- belief propagation
- graphical models
- markov random field
- artificial neural networks
- knowledge base
- machine learning