Github user debasish83 commented on the pull request:

    https://github.com/apache/spark/pull/1290#issuecomment-62824356
  
    @avulanov I meant first sparse auto encoder with 1 layer and followed by a 
deep net...these huge nets are mostly for automated feature extraction...of 
course we can do sparse coding using ALS design but I am not sure if  X - W'H 
formulation in ALS is as effective as X - f(XW)H even if we pass W'H from ALS 
through some non-linear function...


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