Entry-Wise Eigenvector Analysis and Improved Rates for Topic Modeling on Short Documents

Zheng Tracy Ke, Jingming Wang

Topic modeling is a widely utilized tool in text analysis. We investigate the optimal rate for estimating a topic model. Specifically, we consider a scenario with $n$ documents, a…