Binyan Jiang

activity

20162026

most citedStatistical Inference in a Directed Network Model with Covariates

15 citations · 15 across the 5 of their papers we have counts for

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Showing 2025 · math.STShow all

2 papers · 2 filters

math.ST2025

Inference in the $p_{0}$ model for directed networks under local differential privacy

Xueying Sun, Ting Yan, Binyan Jiang

We explore the edge-flipping mechanism, a type of input perturbation, to release the directed graph under edge-local differential privacy. By using the noisy bi-degree sequence fro…

math.ST2025

High-Dimensional Model Averaging via Cross-Validation

Zhengyan Wan, Fang Fang, Binyan Jiang

Model averaging is an important alternative to model selection with attractive prediction accuracy. However, its application to high-dimensional data remains under-explored. We pro…

Inference in the p0​ model for directed networks under local differential privacy

High-Dimensional Model Averaging via Cross-Validation

Inference in the $p_{0}$ model for directed networks under local differential privacy