Haoyang Liu

Towards Trustworthy and Aligned Machine Learning: A Data-centric Survey with Causality Perspectives

2023 · arXiv (Cornell University)

The trustworthiness of machine learning has emerged as a critical topic in the field, encompassing various applications and research areas such as robustness, security, interpretability, and fairness. The last decade saw the development of numerous …