Efficient Bayesian Inference of Sigmoidal Gaussian Cox Processes.
Christian DonnerManfred OpperPublished in: J. Mach. Learn. Res. (2018)
Keyphrases
- bayesian inference
- expectation propagation
- prior information
- bayesian model
- probabilistic model
- hierarchical bayesian
- statistical inference
- hyperparameters
- markov networks
- particle filter
- learning algorithm
- variational bayes
- maximum likelihood
- reinforcement learning
- gaussian distribution
- probabilistic modeling
- gibbs sampler