Github user jkbradley commented on the pull request:

    https://github.com/apache/spark/pull/6046#issuecomment-101129829
  
    @hhbyyh Thanks for sending the PR.  Could you please update it to explain 
when users might choose EM vs. online?  You can keep it simplistic.  Can you 
also please link the Online LDA paper 
[https://www.cs.princeton.edu/~blei/papers/HoffmanBleiBach2010b.pdf]?


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