Kwei-Herng Lai

CODA: Temporal Domain Generalization via Concept Drift Simulator

2023 · arXiv (Cornell University)

In real-world applications, machine learning models often become obsolete due to shifts in the joint distribution arising from underlying temporal trends, a phenomenon known as the "concept drift". Existing works propose model-specific strategies to achieve …