Topic Discovery through Data Dependent and Random Projections

Weicong Ding, Mohammad Hossein Rohban, Prakash Ishwar, Venkatesh Saligrama

Abstract: We present algorithms for topic modeling based on the geometry of cross-document word-frequency patterns. This perspective gains significance under the so called separability condition. This is a c...