28 citations · 28 across the 3 of their papers we have counts for
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cs.LG2012★ 28 cited
Minimizing The Misclassification Error Rate Using a Surrogate Convex Loss
Shai Ben-David, David Loker, Nathan Srebro +1
We carefully study how well minimizing convex surrogate loss functions, corresponds to minimizing the misclassification error rate for the problem of binary classification with lin…
cs.LG2011
Weighted Clustering
Margareta Ackerman, Shai Ben-David, Simina Brânzei +1
One of the most prominent challenges in clustering is "the user's dilemma," which is the problem of selecting an appropriate clustering algorithm for a specific task. A formal appr…