43 citations · 231 across the 26 of their papers we have counts for
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stat.ML2017★ 12 cited
Early stopping for kernel boosting algorithms: A general analysis with localized complexities
Yuting Wei, Fanny Yang, Martin J. Wainwright
Early stopping of iterative algorithms is a widely-used form of regularization in statistics, commonly used in conjunction with boosting and related gradient-type algorithms. Altho…
math.ST2017★ 3 cited
The geometry of hypothesis testing over convex cones: Generalized likelihood tests and minimax radii
Yuting Wei, Martin J. Wainwright, Adityanand Guntuboyina
We consider a compound testing problem within the Gaussian sequence model in which the null and alternative are specified by a pair of closed, convex cones. Such cone testing probl…