Prior-aware Dual Decomposition: Document-specific Topic Inference for Spectral Topic Models

Moontae Lee, David Bindel, David Mimno

Spectral topic modeling algorithms operate on matrices/tensors of word co-occurrence statistics to learn topic-specific word distributions. This approach removes the dependence on…