17 citations · 49 across the 11 of their papers we have counts for
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stat.ME2020★ 1 cited
Probabilistic Best Subset Selection via Gradient-Based Optimization
Mingzhang Yin, Nhat Ho, Bowei Yan +2
In high-dimensional statistics, variable selection recovers the latent sparse patterns from all possible covariate combinations. This paper proposes a novel optimization method to…
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…