Can Less be More? When Increasing-to-Balancing Label Noise Rates Considered Beneficial

von Liu, Yang
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 21 of 36 (2022)

Beyond Images: Label Noise Transition Matrix Estimation for Tasks with Lower-Quality Features

von Zhu, Zhaowei
Veröffentlicht in International Conference on Machine Learning (39. : 2022 : Baltimore, Md.; Online) International Conference on Machine Learning (ICML 2022) ; Part 33 of 33 (2023)

Understanding Instance-Level Impact of Fairness Constraints

von Wang, Jialu
Veröffentlicht in International Conference on Machine Learning (39. : 2022 : Baltimore, Md.; Online) International Conference on Machine Learning (ICML 2022) ; Part 28 of 33 (2023)

Fairness Transferability Subject to Bounded Distribution Shift

von Chen, Yatong
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 15 of 50 (2023)