Songkai Xue

Joined

September 2020

Names

Songkai Xue (Preferred)

Emails

****@umich.edu (Confirmed)

Personal Links

Career & Education History

PhD student

University of Michigan (umich.edu)

2020 – 2024

Advisors, Relations & Conflicts

No relations added

Expertise

algorithmic fairness

2019 – Present

statistical network analysis

2019 – Present

Publications

How does overparametrization affect performance on minority groups?
Saptarshi Roy, Subha Maity, Songkai Xue, Mikhail Yurochkin, Yuekai Sun
- Accepted by TMLR
- Readers: Everyone
Distributionally Robust Performative Prediction
Songkai Xue, Yuekai Sun
- NeurIPS 2024 poster
- Readers: Everyone
The Cost of Privacy in Fair Machine Learning
Songkai Xue, Yuekai Sun
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
How does overparametrization affect performance on minority groups?
Subha Maity, Saptarshi Roy, Songkai Xue, Mikhail Yurochkin, Yuekai Sun
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- Submitted to ICLR 2023
- Readers: Everyone
Calibrated Data-Dependent Constraints with Exact Satisfaction Guarantees
Songkai Xue, Yuekai Sun, Mikhail Yurochkin
- Published: 31 Oct 2022, Last Modified: 15 Jan 2023
- NeurIPS 2022 Accept
- Readers: Everyone
Auditing ML Models for Individual Bias and Unfairness
Songkai Xue, Mikhail Yurochkin, Yuekai Sun
- Published: 01 Jan 2020, Last Modified: 11 May 2023
- AISTATS 2020
- Readers: Everyone
A Flexible Latent Space Model for Multilayer Networks
Xuefei Zhang, Songkai Xue, Ji Zhu
- Published: 01 Jan 2020, Last Modified: 11 May 2023
- ICML 2020
- Readers: Everyone

Co-Authors