Search Results for author: Minerva Mukhopadhyay

Found 2 papers, 2 papers with code

Estimating densities with nonlinear support using Fisher-Gaussian kernels

1 code implementation12 Jul 2019 Minerva Mukhopadhyay, Didong Li, David B Dunson

We provide theory on large support, and illustrate gains relative to competitors in simulated and real data applications.

Methodology Statistics Theory Statistics Theory

Efficient Manifold and Subspace Approximations with Spherelets

3 code implementations26 Jun 2017 Didong Li, Minerva Mukhopadhyay, David B. Dunson

There is a rich literature on approximating the unknown manifold, and on exploiting such approximations in clustering, data compression, and prediction.

Clustering Data Compression +2

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