research
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10/24/2020
Improved Inference of Gaussian Mixture Copula Model for Clustering and Reproducibility Analysis using Automatic Differentiation
Copulas provide a modular parameterization of multivariate distributions...
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07/08/2020
Model-based Clustering using Automatic Differentiation: Confronting Misspecification and High-Dimensional Data
We study two practically important cases of model based clustering using...
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12/13/2018
Automatic Differentiation in Mixture Models
In this article, we discuss two specific classes of models - Gaussian Mi...
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09/19/2018