sentence1: variational bayes and collapsed gibbs sampling have been two commonly-used approximate inference methods for learning lda and its extensions , including author-topic models and relational topic models .
sentence2: the collapsed gibbs sampling and variational bayes have been two commonlyused approximate inference algorithms for lda-based topic models .