15 citations · 15 across the 2 of their papers we have counts for
2 papers
stat.AP2025
High-dimensional Array Bayesian Screening Based on Distributions with Structural Zeroes
A. Lawrence Gould, Erina Paul, Piyali Basak +2
In many biomedical applications with high-dimensional features, such as single-cell RNA-sequencing, it is not uncommon to observe numerous structural zeros. Identifying important f…
stat.ME2020★ 15 cited
The Reciprocal Bayesian LASSO
Himel Mallick, Rahim Alhamzawi, Erina Paul +1
A reciprocal LASSO (rLASSO) regularization employs a decreasing penalty function as opposed to conventional penalization approaches that use increasing penalties on the coefficient…