136 citations · 239 across the 24 of their papers we have counts for
Showing 2021 · stat.MEShow all
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stat.ME2021★ 1 cited
A new ranking scheme for modern data and its application to two-sample hypothesis testing
Doudou Zhou, Hao Chen
Rank-based approaches are among the most popular nonparametric methods for univariate data in tackling statistical problems such as hypothesis testing due to their robustness and e…
stat.ME2021★ 1 cited
Graph-based multiple change-point detection
Yuxuan Zhang, Hao Chen
We propose a new multiple change-point detection framework for multivariate and non-Euclidean data. First, we combine graph-based statistics with wild binary segmentation or seeded…
stat.ME2021
A fast and effective kernel two-sample test for large-scale data
Hoseung Song, Hao Chen
Kernel two-sample tests have been widely used, and the development of efficient methods for high-dimensional, large-scale data is receiving increasing attention in the big data era…