716 citations · 2.9k across the 81 of their papers we have counts for
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cs.LG2012★ 127 cited
Lasso Screening Rules via Dual Polytope Projection
Jie Wang, Peter Wonka, Jieping Ye
Lasso is a widely used regression technique to find sparse representations. When the dimension of the feature space and the number of samples are extremely large, solving the Lasso…
cs.LG2012★ 14 cited
Fused Multiple Graphical Lasso
Sen Yang, Zhaosong Lu, Xiaotong Shen +2
In this paper, we consider the problem of estimating multiple graphical models simultaneously using the fused lasso penalty, which encourages adjacent graphs to share similar struc…