Hi, Deb.

I don't quite understand the question. PLSA is an instance of matrix
factorization problem. 

If you are asking about inference algorithm, we use EM-algorithm.
Description of this approach is, for example, here:
http://www.machinelearning.ru/wiki/images/1/1f/Voron14aist.pdf


Best, Denis.



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