On 02/17/2012 01:35 PM, Olivier Grisel wrote: > 2012/2/17 Andreas<[email protected]>: > >> >>> With regards to LaSVM, I would rather pitch a summer of code project as >>> having a good on-line SVM solver, that would incorporate the core ideas >>> from LaSVM, but that would also be useable in a real out-of-core setting. >>> I believe that doing this right, including worrying about the parameter >>> selection, is a reasonnable GOSC (hear, hear students). >>> >>> >>> >> If there is any effort in this direction, I would prefer >> a low-rank kernel approximation approach to LaSVM. >> Afaik that showed to be more effective in recent works. >> > Do you have any reference in mind? > > ASSET: Approximate Stochastic Subgradient Estimation Training for Support Vector Machines Sangkyun Lee and Stephen J. Wright Code available online but didn't try yet. I think I gave this reference before when we were talking about GSoC.
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