Structuring Relations Among Learning Paradigms via Protocol--Objective--Resource Reductions

Junwei Su, Changjie Wang, Dongyang Chang

Modern machine learning spans supervised, transfer, continual, meta-learning, and related regimes that often reuse the same hypothesis classes, architectures, and optimizers but di…