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.GR2012
Gap Processing for Adaptive Maximal Poisson-Disk Sampling
Dong-Ming Yan, Peter Wonka
In this paper, we study the generation of maximal Poisson-disk sets with varying radii. First, we present a geometric analysis of gaps in such disk sets. This analysis is the basis…
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…