Bayesian Inference on Local Distributions of Functions and Multidimensional Curves with Spherical HMC Sampling.
Anis FradiInes AdouaniChafik SamirPublished in: SPIGL (2020)
Keyphrases
- bayesian inference
- gibbs sampler
- markov chain monte carlo
- probabilistic model
- prior information
- variational inference
- hyperparameters
- bayesian model
- probability distribution
- particle filter
- statistical inference
- hidden variables
- weighted model counting
- hierarchical bayesian
- random sampling
- spherical harmonics
- basis functions
- random variables
- variational bayes
- active learning
- machine learning
- variational approximation
- data sets