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06/14/2022
Supervised Dictionary Learning with Auxiliary Covariates
Supervised dictionary learning (SDL) is a classical machine learning met...
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07/14/2021
Method of Moments Confidence Intervals for a Semi-Supervised Two-Component Mixture Model
A mixture of a distribution of responses from untreated patients and a s...
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03/10/2020
Pursuing Sources of Heterogeneity in Modeling Clustered Population
Researchers often have to deal with heterogeneous population with mixed ...
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05/03/2019
Robust Model Selection for Finite Mixture of Regression Models Through Trimming
In this article, we introduce a new variable selection technique through...
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03/27/2019
Maximum Likelihood Estimation of a Semiparametric Two-component Mixture Model using Log-concave Approximation
Motivated by studies in biological sciences to detect differentially exp...
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11/14/2018
An Overview of Semiparametric Extensions of Finite Mixture Models
Finite mixture models have been a very important tool for exploring comp...
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11/02/2018