O'Reilly logo
  • Qi Fan thinks this is interesting:

Which of these has more unknown parameters?

From

Cover of Statistical Methods for Recommender Systems

Note

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