Calibrated data-dependent constraints with exact satisfaction guarantees. S. Xue, Y. Sun, and M. Yurochkin. NeuIPS 2022. [paper]
How does overparametrization affect performance on minority groups? S. Maity, S. Roy, S. Xue, M. Yurochkin, and Y. Sun. Preprint. [paper]
Statistical inference for individual fairness. S. Maity, S. Xue, M. Yurochkin, and Y. Sun. ICLR 2021. [paper] [slides]
Auditing ML models for individual bias and unfairness. S. Xue, M. Yurochkin, and Y. Sun. AISTATS 2020. [paper] [slides]
A flexible latent space model for multilayer networks. X. Zhang, S. Xue, and J. Zhu. ICML 2020. [paper]