109 citations · 243 across the 25 of their papers we have counts for
Showing 2015 · math.CAShow all
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math.CA2015
Density Estimation on Manifolds with Boundary
Tyrus Berry, Timothy Sauer
Density estimation is a crucial component of many machine learning methods, and manifold learning in particular, where geometry is to be constructed from data alone. A significant…
math.CA2015★ 2 cited
Iterated Diffusion Maps for Feature Identification
Tyrus Berry, John Harlim
Recently, the theory of diffusion maps was extended to a large class of local kernels with exponential decay which were shown to represent various Riemannian geometries on a data s…