Alternatively, one can leverage third-order moments to provide sufficient statistics for identifiable topic inference (Anandkumar et al., 2012a,b).
overall, correlated topic modeling via tensor decomposition is not as flexible as using JSMF even if we factor out the trivial difference in time and space complexities.