1 citations · 1 across the 1 of their papers we have counts for
3 papers
stat.ME2020★ 1 cited
Graph-Fused Multivariate Regression via Total Variation Regularization
Ying Liu, Bowei Yan, Kathleen Merikangas +1
In this paper, we propose the Graph-Fused Multivariate Regression (GFMR) via Total Variation regularization, a novel method for estimating the association between a one-dimensional…
stat.ML2019
Consistent Classification with Generalized Metrics
Xiaoyan Wang, Ran Li, Bowei Yan +1
We propose a framework for constructing and analyzing multiclass and multioutput classification metrics, i.e., involving multiple, possibly correlated multiclass labels. Our analys…
math.ST2017
Convergence Analysis of Gradient EM for Multi-component Gaussian Mixture
Bowei Yan, Mingzhang Yin, Purnamrita Sarkar
In this paper, we study convergence properties of the gradient Expectation-Maximization algorithm \cite{lange1995gradient} for Gaussian Mixture Models for general number of cluster…