54 citations · 67 across the 14 of their papers we have counts for
Showing 2022 · stat.MEShow all
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stat.ME2022
Best Subset Selection with Efficient Primal-Dual Algorithm
Shaogang Ren, Guanhua Fang, Ping Li
Best subset selection is considered the `gold standard' for many sparse learning problems. A variety of optimization techniques have been proposed to attack this non-convex and NP-…
stat.ME2022★ 1 cited
Regression with Label Permutation in Generalized Linear Model
Guanhua Fang, Ping Li
The assumption that response and predictor belong to the same statistical unit may be violated in practice. Unbiased estimation and recovery of true label ordering based on unlabel…
stat.ME2022
Offline Change Detection under Contamination
Sujay Bhatt, Guanhua Fang, Ping Li
In this work, we propose a non-parametric and robust change detection algorithm to detect multiple change points in time series data under contamination. The contamination model is…