4 citations · 5 across the 2 of their papers we have counts for
2 papers
cs.AI2016★ 1 cited
A Sparse Nonlinear Classifier Design Using AUC Optimization
Vishal Kakkar, Shirish K. Shevade, S Sundararajan +1
AUC (Area under the ROC curve) is an important performance measure for applications where the data is highly imbalanced. Learning to maximize AUC performance is thus an important r…
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…