On Hardware-efficient Inference in Probabilistic Circuits.
Lingyun YaoMartin TrappJelin LeslinGaurav SinghPeng ZhangKarthekeyan PeriasamyMartin AndraudPublished in: CoRR (2024)
Keyphrases
- efficient inference
- factor graphs
- probabilistic inference
- bayesian networks
- exact inference
- fully connected
- hidden variables
- conditional random fields
- human pose estimation
- approximate inference
- conditional probabilities
- markov random field
- structured prediction
- probabilistic model
- generative model
- junction tree
- markov networks
- graphical models
- belief networks
- probabilistic graphical models
- posterior probability
- belief propagation
- higher order
- pairwise
- image processing
- linear models
- bayesian inference
- neural network
- computer vision