no code implementations • 4 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.
no code implementations • 2 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
no code implementations • 17 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.