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Aug 2026
CES: Combinatorial Experts Selection via Contextual Linear Bandits
This work proposes an offline-to-online combinatorial experts selection (CES) framework that leverages offline evaluation to warm-start model capability estimation and employs online learning to adapt to capability shifts and correct offline inaccuracies.
Jinkun Xu, Minghan Wang, Zhiyong Wang et al.
· Proceedings of the 32nd ACM... · 0 citations