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  • Qi Fan thinks this is interesting:

Which of these has more unknown parameters?


Cover of Statistical Methods for Recommender Systems


LDA has alpha and beta to address the problem from PLSA where the P(d) for the new document is unknown.

PLSA has a linear number of parameters wrt. Documents and Words. This would easily go easy fitting