RE: Learning rate or stepsize automation

2014-12-09 Thread Bui, Tri
Thanks! Will try it out. From: Debasish Das [mailto:debasish.da...@gmail.com] Sent: Monday, December 08, 2014 5:13 PM To: Bui, Tri Cc: user@spark.apache.org Subject: Re: Learning rate or stepsize automation Hi Bui, Please use BFGS based solvers...For BFGS you don't have to specify step

Re: Learning rate or stepsize automation

2014-12-08 Thread Debasish Das
Hi Bui, Please use BFGS based solvers...For BFGS you don't have to specify step size since the line search will find sufficient decrease each time... Regularization you still have to do grid search...it's not possible to automate that but on master you will find nice ways to automate grid search.

Learning rate or stepsize automation

2014-12-08 Thread Bui, Tri
Hi, Is there any way to auto calculate the optimum learning rate or stepsize via MLLIB for SGD ? Thx tri