101 citations · 101 across the 2 of their papers we have counts for
2 papers
stat.ME2020
Bayesian Kernel Two-Sample Testing
Qinyi Zhang, Veit Wild, Sarah Filippi +2
In modern data analysis, nonparametric measures of discrepancies between random variables are particularly important. The subject is well-studied in the frequentist literature, whi…
stat.CO2016★ 101 cited
Large-Scale Kernel Methods for Independence Testing
Qinyi Zhang, Sarah Filippi, Arthur Gretton +1
Representations of probability measures in reproducing kernel Hilbert spaces provide a flexible framework for fully nonparametric hypothesis tests of independence, which can captur…