18 citations · 32 across the 2 of their papers we have counts for
2 papers
cs.LG2018★ 18 cited
Learning with Non-Convex Truncated Losses by SGD
Yi Xu, Shenghuo Zhu, Sen Yang +3
Learning with a {\it convex loss} function has been a dominating paradigm for many years. It remains an interesting question how non-convex loss functions help improve the generali…
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…