Topics regularization for LDA
-----------------------------

                 Key: MAHOUT-684
                 URL: https://issues.apache.org/jira/browse/MAHOUT-684
             Project: Mahout
          Issue Type: Improvement
          Components: Clustering
            Reporter: Vasil Vasilev
            Priority: Minor


Implementation provided for the alpha parameters estimation as described in the 
paper of Blei, Ng and Jordan 
(http://www.cs.princeton.edu/~blei/papers/BleiNgJordan2003.pdf).
Remark: there is a mistake in the last formula in A.4.2 (the signs are wrong). 
The correct version is described here: 
http://www.cs.cmu.edu/~jch1/research/dirichlet/dirichlet.pdf (page 6).

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