2 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.LG2024
Data Valuation by Fusing Global and Local Statistical Information
Xiaoling Zhou, Ou Wu, Michael K. Ng +1
Data valuation has garnered increasing attention in recent years, given the critical role of high-quality data in various applications. Among diverse data valuation approaches, Sha…
cs.LG2023★ 2 cited
Implicit Counterfactual Data Augmentation for Robust Learning
Xiaoling Zhou, Ou Wu, Michael K. Ng
Machine learning models are prone to capturing the spurious correlations between non-causal attributes and classes, with counterfactual data augmentation being a promising directio…