119 citations · 134 across the 7 of their papers we have counts for
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cs.DS2014
ASKIT: Approximate Skeletonization Kernel-Independent Treecode in High Dimensions
William B. March, Bo Xiao, George Biros
We present a fast algorithm for kernel summation problems in high-dimensions. These problems appear in computational physics, numerical approximation, non-parametric statistics, an…
cs.LG2014★ 1 cited
Far-Field Compression for Fast Kernel Summation Methods in High Dimensions
William B. March, George Biros
We consider fast kernel summations in high dimensions: given a large set of points in dimensions (with ) and a pair-potential function (the {\em kernel} function), we…