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07/19/2023
Communication-Efficient Distribution-Free Inference Over Networks
Consider a star network where each local node possesses a set of distrib...
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11/29/2022
On Large-Scale Multiple Testing Over Networks: An Asymptotic Approach
This work concerns developing communication- and computation-efficient m...
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10/05/2022
Sample-and-Forward: Communication-Efficient Control of the False Discovery Rate in Networks
This work concerns controlling the false discovery rate (FDR) in network...
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03/06/2022
Variable Selection with the Knockoffs: Composite Null Hypotheses
The Fixed-X knockoff filter is a flexible framework for variable selecti...
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01/31/2022
Communication-Efficient Distributed Multiple Testing for Large-Scale Inference
The Benjamini-Hochberg (BH) procedure is a celebrated method for multipl...
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09/12/2021