Extended Stochastic Gradient MCMC for Large-Scale Bayesian Variable Selection

Qifan Song, Yan Sun, Mao Ye +1

Stochastic gradient Markov chain Monte Carlo (MCMC) algorithms have received much attention in Bayesian computing for big data problems, but they are only applicable to a small cla…