Sampling Methods for Bayesian Inference Involving Convergent Noisy Approximations of Forward Maps.

Giacomo Garegnani

Published in: CoRR (2021)

Keyphrases

bayesian inference
sampling methods
expectation propagation
random sampling
probabilistic model
prior information
class imbalance
hyperparameters
sampling algorithm
markov chain monte carlo
particle filter
decision trees
original data
closed form
graphical models
upper bound
active learning