Open-environment machine learning

• Published in: National science review Vol. 9; no. 8; p. nwac123
• Main Author: Zhou, Zhi-Hua
• Format: Journal Article
• Language: English
• Published: China Oxford University Press 01.08.2022
• Subjects: Review; open ML; open-environment machine learning; machine learning; artificial intelligence

Abstract Conventional machine learning studies generally assume close-environment scenarios where important factors of the learning process hold invariant. With the great success of machine learning, nowadays, more and more practical tasks, particularly those involving open-environment scenarios whe...