Communicative Learning: A Unified Learning Formalism

In this article, we propose a communicative learning (CL) formalism that unifies existing machine learning paradigms, such as passive learning, active learning, algorithmic teaching, and so forth, and facilitates the development of new learning methods. Arising from human cooperative communication,...

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Bibliographic Details
Main Authors: Luyao Yuan, Song-Chun Zhu
Format: Article
Language:English
Published: Elsevier 2023-06-01
Series:Engineering
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2095809923001339