Rui Qiao

Understanding Domain Generalization: A Noise Robustness Perspective

2024 · arXiv (Cornell University)

Despite the rapid development of machine learning algorithms for domain generalization (DG), there is no clear empirical evidence that the existing DG algorithms outperform the classic empirical risk minimization (ERM) across standard benchmarks. To better …