MCMC for Hierarchical Semi-Markov Conditional Random Fields

Truyen Tran, Dinh Phung, Svetha Venkatesh +1

Deep architecture such as hierarchical semi-Markov models is an important class of models for nested sequential data. Current exact inference schemes either cost cubic time in sequ…