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20202026
most citedA Distribution Free Conditional Independence Test with Applications to Causal Discovery

16 citations · 23 across the 11 of their papers we have counts for

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Showing 2023Show all

2 papers · 1 filter

stat.ML2023

Adaptive False Discovery Rate Control with Privacy Guarantee

Xintao Xia, Zhanrui Cai

Differentially private multiple testing procedures can protect the information of individuals used in hypothesis tests while guaranteeing a small fraction of false discoveries. In…

stat.ME2023

Robust Model Selection with Application in Single-Cell Multiomics Data

Zhanrui Cai

Model selection is critical in the modern statistics and machine learning community. However, most existing works do not apply to heavy-tailed data, which are commonly encountered…