Rundong Ding

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stat.ML2026

Differentially Private Synthetic Data via Generalized Moment Matching

Rundong Ding, Yiyun He, Yizhe Zhu

We study $(ε, δ)$ -differentially private synthetic data for arbitrary databases of $n$ records in $[- 1, 1]^{d}$ under a specified integral probability metric (IPM). We introd…

stat.ML2024

HNCI: High-Dimensional Network Causal Inference

Wenqin Du, Rundong Ding, Yingying Fan +1

The problem of evaluating the effectiveness of a treatment or policy commonly appears in causal inference applications under network interference. In this paper, we suggest the new…