Github user rotationsymmetry commented on the pull request:

    https://github.com/apache/spark/pull/8611#issuecomment-138336131
  
    @yanboliang 
    
    As sigma is restricted to be positive, in the L-BLGS algorithm, shall we 
optimize over log(sigma)? This way, there is no more restriction on the 
possible value of sigma and usual help with convergence. 


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