Nonparametric Regression in Dirichlet Spaces: A Random Obstacle Approach

In this paper, we consider nonparametric estimation over general Dirichlet metric measure spaces. Unlike the more commonly studied reproducing kernel Hilbert space, whose elements may be defined pointwise, a Dirichlet space typically only contain equivalence classes, i.e. its elements are only uniqu...

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Hauptverfasser:	Talwai, Prem, Simchi-Levi, David
Format:	Artikel
Sprache:	eng
Schlagworte:	Mathematics - Statistics Theory Statistics - Theory
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