Efficient Inference via Universal LSH Kernel.
Zichang LiuBenjamin ColemanAnshumali ShrivastavaPublished in: CoRR (2021)
Keyphrases
- efficient inference
- probabilistic inference
- fully connected
- markov random field
- conditional random fields
- kernel function
- human pose estimation
- kernel methods
- structured prediction
- exact inference
- nearest neighbor
- graph structure
- hidden variables
- graphical models
- markov networks
- approximate inference
- factor graphs
- gaussian processes
- feature space
- linear models
- similarity measure
- message passing
- probabilistic model
- prior knowledge
- pairwise