A provable SVD-based algorithm for learning topics in dominant admixture corpus

Trapit Bansal, Chiranjib Bhattacharyya, Ravindran Kannan

Topic models, such as Latent Dirichlet Allocation (LDA), posit that documents are drawn from admixtures of distributions over words, known as topics. The inference problem of recov…