80 citations · 273 across the 37 of their papers we have counts for
Showing 2012 · cs.LGShow all
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cs.LG2012★ 1 cited
The Entire Quantile Path of a Risk-Agnostic SVM Classifier
Jin Yu, S. V. N. Vishwanatan, Jian Zhang
A quantile binary classifier uses the rule: Classify x as +1 if P(Y = 1|X = x) >= t, and as -1 otherwise, for a fixed quantile parameter t {[0, 1]. It has been shown that Support V…
cs.LG2012★ 38 cited
Smoothing Multivariate Performance Measures
Xinhua Zhang, Ankan Saha, S. V. N. Vishwanatan
A Support Vector Method for multivariate performance measures was recently introduced by Joachims (2005). The underlying optimization problem is currently solved using cutting plan…