Preprint
Jul 2026
Context-Adaptive Inference: A Unified Statistical and Foundation-Model View
This article provides a unified view of context-adaptive inference across three traditions that are usually treated separately: explicit adaptation in statistics, rapid task-specific adaptation in meta-learning and transfer, and implicit adaptation in large foundation models via prompting, retrieval, and expert routing...
Yueting Yao, Caleb N. Ellington, Jingyun Jia et al.
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