Sparse Bayesian Binary logistic Regression using the Split-and-Augmented Gibbs sampler.

Maxime Vono Nicolas Dobigeon Pierre Chainais

Published in: MLSP (2018)

Keyphrases

logistic regression
gibbs sampler
bayesian inference
random fields
decision trees
support vector
markov chain
posterior distribution
gibbs sampling
naive bayes
loss function
least squares
pairwise
probability distribution
state space
maximum entropy