33 citations · 42 across the 2 of their papers we have counts for
2 papers
cs.LG2012★ 9 cited
Bayesian Multicategory Support Vector Machines
Zhihua Zhang, Michael I. Jordan
We show that the multi-class support vector machine (MSVM) proposed by Lee et. al. (2004), can be viewed as a MAP estimation procedure under an appropriate probabilistic interpreta…
stat.ME2011★ 33 cited
Multiway Spectral Clustering: A Margin-Based Perspective
Zhihua Zhang, Michael I. Jordan
Spectral clustering is a broad class of clustering procedures in which an intractable combinatorial optimization formulation of clustering is "relaxed" into a tractable eigenvector…