55 citations · 152 across the 23 of their papers we have counts for
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cs.LG2014★ 4 cited
A Distributed Algorithm for Training Nonlinear Kernel Machines
Dhruv Mahajan, S. Sathiya Keerthi, S. Sundararajan
This paper concerns the distributed training of nonlinear kernel machines on Map-Reduce. We show that a re-formulation of Nyström approximation based solution which is solved using…
cs.LG2014★ 16 cited
A distributed block coordinate descent method for training regularized linear classifiers
Dhruv Mahajan, S. Sathiya Keerthi, S. Sundararajan
Distributed training of regularized classifiers has received great attention recently. Most existing methods approach this problem by taking steps obtained from approximating…