Riffled Independence for Efficient Inference with Partial Rankings.
Jonathan HuangAshish KapoorCarlos GuestrinPublished in: CoRR (2014)
Keyphrases
- efficient inference
- probabilistic inference
- partial rankings
- rank aggregation
- conditional random fields
- fully connected
- exact inference
- markov random field
- approximate inference
- human pose estimation
- structured prediction
- hidden variables
- graph structure
- conditional independence
- graphical models
- totally ordered
- linear models
- active learning
- similarity measure
- markov networks
- belief networks
- multilayer perceptron
- hidden markov models
- pairwise