Songkai Xue

According to our database, Songkai Xue authored at least 5 papers between 2020 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

How does overparametrization affect performance on minority groups?

Subha Maity, Saptarshi Roy, Songkai Xue, Mikhail Yurochkin, Yuekai Sun

CoRR, 2022

Calibrated Data-Dependent Constraints with Exact Satisfaction Guarantees.

Songkai Xue, Yuekai Sun, Mikhail Yurochkin

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Statistical inference for individual fairness.

Subha Maity, Songkai Xue, Mikhail Yurochkin, Yuekai Sun

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

A Flexible Latent Space Model for Multilayer Networks.

Xuefei Zhang, Songkai Xue, Ji Zhu

Proceedings of the 37th International Conference on Machine Learning, 2020

Auditing ML Models for Individual Bias and Unfairness.

Songkai Xue, Mikhail Yurochkin, Yuekai Sun

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020