Grace Yi

According to our database, Grace Yi authored at least 5 papers between 2022 and 2025.

Collaborative distances:

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

2025

Revisiting Source-Free Domain Adaptation: a New Perspective via Uncertainty Control.

Gezheng Xu, Hui Guo, Li Yi, Charles Ling, Boyu Wang, Grace Yi

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Learning from Noisy Labels via Conditional Distributionally Robust Optimization.

Hui Guo, Grace Yi, Boyu Wang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Regression Learning with Limited Observations of Multivariate Outcomes and Features.

Yifan Sun, Grace Yi

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Label Correction of Crowdsourced Noisy Annotations with an Instance-Dependent Noise Transition Model.

Hui Guo, Boyu Wang, Grace Yi

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Polya tree-based nearest neighborhood regression.

Haoxin Zhuang, Liqun Diao, Grace Yi

Stat. Comput., 2022