A recursive estimate for the predictive likelihood in a topic model

James Scott, Jason Baldridge

Abstract: We consider the problem of evaluating the predictive log likelihood of a previously un- seen document under a topic model. This task arises when cross-validating for a model hyperparameter, when te...