Fast Bayesian Inference for Gaussian Cox Processes via Path Integral Formulation.
Hideaki KimPublished in: NeurIPS (2021)
Keyphrases
- bayesian inference
- expectation propagation
- prior distribution
- probabilistic model
- prior information
- hyperparameters
- bayesian models
- statistical inference
- bayesian model
- shortest path
- gibbs sampler
- variational bayes
- variational inference
- weighted model counting
- hierarchical bayesian
- regression model
- probabilistic modeling
- maximum likelihood
- gaussian distribution
- generative model
- least squares