Drift-aware Collaborative Assistance Mixture of Experts for Heterogeneous Multistream Learning

En Yu, Jie Lu 0001, Kun Wang 0050, Xiaoyu Yang, Guangquan Zhang 0001. Drift-aware Collaborative Assistance Mixture of Experts for Heterogeneous Multistream Learning. In Sven Koenig, Chad Jenkins, Matthew E. Taylor, editors, Fortieth AAAI Conference on Artificial Intelligence, Thirty-Eighth Conference on Innovative Applications of Artificial Intelligence, Sixteenth Symposium on Educational Advances in Artificial Intelligence, AAAI 2026, Singapore, January 20-27, 2026. pages 16199-16207, AAAI Press, 2026. [doi]

Abstract

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