Search Results for author: Se Yoon Lee

Found 3 papers, 0 papers with code

Tail-adaptive Bayesian shrinkage

no code implementations4 Jul 2020 Se Yoon Lee, Peng Zhao, Debdeep Pati, Bani K. Mallick

In this paper, we propose a robust sparse estimation method under diverse sparsity regimes, which has a tail-adaptive shrinkage property.

Estimation of COVID-19 spread curves integrating global data and borrowing information

no code implementations2 May 2020 Se Yoon Lee, Bowen Lei, Bani K. Mallick

In this paper, we propose a Bayesian hierarchical model that integrates global data for real-time prediction of infection trajectory for multiple countries.

Applications Methodology

Directionally Dependent Multi-View Clustering Using Copula Model

no code implementations17 Mar 2020 Kahkashan Afrin, Ashif S. Iquebal, Mostafa Karimi, Allyson Souris, Se Yoon Lee, Bani K. Mallick

Motivated by this, we propose a copula-based multi-view clustering model where a copula enables the model to accommodate the directional dependence existing in the datasets.

Clustering

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