87 citations · 170 across the 16 of their papers we have counts for
Showing 2012 · cs.LGShow all
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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.LG2012★ 87 cited
A Uniqueness Theorem for Clustering
Reza Bosagh Zadeh, Shai Ben-David
Despite the widespread use of Clustering, there is distressingly little general theory of clustering available. Questions like "What distinguishes a clustering of data from other d…