Github user tmyklebu commented on the pull request:

    https://github.com/apache/spark/pull/5005#issuecomment-90963126
  
    OK.  I haven't made a serious attempt to write a solver for general 
L1-constrained least squares problems.  I don't see anything wrong with 
implementing a generalisation of Polyak's method for more general constrained 
least squares problems, but I'm not too sure it'll go fast.  (It probably flies 
once you're close to the optimal face, but that isn't where you start.)  With 
nonnegativity-constrained least-squares, the active set usually doesn't change 
very much.


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