3 citations · 10 across the 7 of their papers we have counts for
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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.LG2016★ 2 cited
A Robust UCB Scheme for Active Learning in Regression from Strategic Crowds
Divya Padmanabhan, Satyanath Bhat, Dinesh Garg +2
We study the problem of training an accurate linear regression model by procuring labels from multiple noisy crowd annotators, under a budget constraint. We propose a Bayesian mode…