A fast algorithm with minimax optimal guarantees for topic models with an unknown number of topics

Xin Bing, Florentina Bunea, Marten Wegkamp

We propose a new method of estimation in topic models, that is not a variation on the existing simplex finding algorithms, and that estimates the number of topics K from the observ…