Xue, Songkai

6 publications

TMLR 2025 How Does Overparametrization Affect Performance on Minority Groups? Saptarshi Roy, Subha Maity, Songkai Xue, Mikhail Yurochkin, Yuekai Sun

NeurIPS 2024 Distributionally Robust Performative Prediction Songkai Xue, Yuekai Sun

NeurIPS 2022 Calibrated Data-Dependent Constraints with Exact Satisfaction Guarantees Songkai Xue, Yuekai Sun, Mikhail Yurochkin

ICLR 2021 Statistical Inference for Individual Fairness Subha Maity, Songkai Xue, Mikhail Yurochkin, Yuekai Sun

ICML 2020 A Flexible Latent Space Model for Multilayer Networks Xuefei Zhang, Songkai Xue, Ji Zhu

AISTATS 2020 Auditing ML Models for Individual Bias and Unfairness Songkai Xue, Mikhail Yurochkin, Yuekai Sun