1 citations · 1 across the 2 of their papers we have counts for
2 papers
stat.ME2025
Scalable Bayesian inference on high-dimensional multivariate linear regression
Xuan Cao, Kyoungjae Lee
We consider jointly estimating the coefficient matrix and the error precision matrix in high-dimensional multivariate linear regression models. Bayesian methods in this context oft…
stat.ML2023★ 1 cited
Bayesian Approach to Linear Bayesian Networks
Seyong Hwang, Kyoungjae Lee, Sunmin Oh +1
This study proposes the first Bayesian approach for learning high-dimensional linear Bayesian networks. The proposed approach iteratively estimates each element of the topological…