Yijin Ni

activity

20192026

most citedA Uniform Concentration Inequality for Kernel-Based Two-Sample Statistics

1 citations · 1 across the 6 of their papers we have counts for

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stat.ME2026

Upper Confidence Bounds for the Prediction Error of Kernel Ridge Regression via Gaussian Refitting

Yijin Ni, Xiaoming Huo

Assessing a single model fit requires a computable upper confidence bound for the gap between the fit and the unknown truth, as mean estimates ignore realization variance. Standard…

stat.ME2019

Sequential and Simultaneous Distance-based Dimension Reduction

Yijin Ni, Chuanping Yu, Andy Ko +1

This paper introduces a method called Sequential and Simultaneous Distance-based Dimension Reduction ( $S^{2} D^{2} R$ ) that performs simultaneous dimension reduction for a pair of random…