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Chang-Jie Wang

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#machine learning Preprint Sep 2026

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

This work introduces a protocol-objective-resource (POR) framework that provides a unified language for structuring learning paradigms and transferring complexity guarantees across them and derives a non-exact episode-to-example reduction for episodic meta-learning.

Junwei Su, Chang-Jie Wang, Dong-Yang Chang · 0 citations