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alpha shapes in kernel density estimation

Mathematics of Data & Decisions

Speaker: Erik Carlsson, UC Davis
Location: 1025 PSEL
Start time: Tue, May 28 2024, 3:10PM

I'll define a sort of convex transform associated to each gaussian sum f(x)=sum_i exp(-||x-x_i||^2/2h^2). I'll present a proof that it's superlevel sets are homotopy equivalent to those of the original function, but on the other hand are contained in the convex hull of the original point cloud, and also some applications to topology and data.