28 citations · 155 across the 20 of their papers we have counts for
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stat.ML2018
Safe Element Screening for Submodular Function Minimization
Weizhong Zhang, Bin Hong, Lin Ma +2
Submodular functions are discrete analogs of convex functions, which have applications in various fields, including machine learning and computer vision. However, in large-scale ap…
stat.ML2016★ 28 cited
Scaling Up Sparse Support Vector Machines by Simultaneous Feature and Sample Reduction
Weizhong Zhang, Bin Hong, Wei Liu +4
Sparse support vector machine (SVM) is a popular classification technique that can simultaneously learn a small set of the most interpretable features and identify the support vect…