19 citations · 126 across the 17 of their papers we have counts for
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cs.LG2015★ 7 cited
Efficient Multiscale Gaussian Process Regression using Hierarchical Clustering
Z. Zhang, K. Duraisamy, N. A. Gumerov
Standard Gaussian Process (GP) regression, a powerful machine learning tool, is computationally expensive when it is applied to large datasets, and potentially inaccurate when data…
physics.comp-ph2015★ 14 cited
Accurate computation of Galerkin double surface integrals in the 3-D boundary element method
Ross Adelman, Nail A. Gumerov, Ramani Duraiswami
Many boundary element integral equation kernels are based on the Green's functions of the Laplace and Helmholtz equations in three dimensions. These include, for example, the Lapla…