In Latent Dirichlet Allocation (LDA), is it reasonable to reconstruct the original bag-of-words using the document-by-topic and topic-word inferred matrices?
I understand that I will not get frequencies by reconstructing the original matrix, but is the non-zeros after reconstruction valid?