Leveraging Recursive Gumbel-Max Trick for Approximate Inference in Combinatorial Spaces.
Kirill StruminskyArtyom GadetskyDenis RakitinDanil KarpushkinDmitry P. VetrovPublished in: NeurIPS (2021)
Keyphrases
- approximate inference
- graphical models
- belief propagation
- message passing
- probabilistic inference
- gaussian process
- parameter estimation
- exact inference
- bayesian networks
- variational methods
- expectation propagation
- latent variables
- dynamic bayesian networks
- loopy belief propagation
- factor graphs
- conditional random fields
- free energy
- bayesian framework
- structured prediction
- random variables
- probabilistic model