92 citations · 612 across the 42 of their papers we have counts for
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stat.ML2014★ 1 cited
Fast Multilevel Support Vector Machines
Talayeh Razzaghi, Ilya Safro
Solving different types of optimization models (including parameters fitting) for support vector machines on large-scale training data is often an expensive computational task. Thi…
cs.DS2014
A Multilevel Bilinear Programming Algorithm For the Vertex Separator Problem
William W. Hager, James T. Hungerford, Ilya Safro
The Vertex Separator Problem for a graph is to find the smallest collection of vertices whose removal breaks the graph into two disconnected subsets that satisfy specified size con…