2 citations · 5 across the 4 of their papers we have counts for
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stat.ME2023★ 1 cited
U-Statistic Reduction: Higher-Order Accurate Risk Control and Statistical-Computational Trade-Off, with Application to Network Method-of-Moments
Meijia Shao, Dong Xia, Yuan Zhang
U-statistics play central roles in many statistical learning tools but face the haunting issue of scalability. Significant efforts have been devoted into accelerating computation b…
cs.LG2023★ 1 cited
Distribution-Free Matrix Prediction Under Arbitrary Missing Pattern
Meijia Shao, Yuan Zhang
This paper studies the open problem of conformalized entry prediction in a row/column-exchangeable matrix. The matrix setting presents novel and unique challenges, but there exists…