24 citations · 34 across the 2 of their papers we have counts for
2 papers
math.ST2010★ 10 cited
Trajectory averaging for stochastic approximation MCMC algorithms
Faming Liang
The subject of stochastic approximation was founded by Robbins and Monro [Ann. Math. Statist. 22 (1951) 400--407]. After five decades of continual development, it has developed int…
math.ST2009★ 24 cited
Improving SAMC using smoothing methods: Theory and applications to Bayesian model selection problems
Faming Liang
Stochastic approximation Monte Carlo (SAMC) has recently been proposed by Liang, Liu and Carroll [J. Amer. Statist. Assoc. 102 (2007) 305--320] as a general simulation and optimiza…