A general framework and algorithm for constrained contextual online decision-making with regret bounds expressed in terms of a generalized eluder dimension and an offline density estimation oracle.
An active learning framework for multi-group mean estimation
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Constrained Online Decision-Making: A Unified Framework
A general framework and algorithm for constrained contextual online decision-making with regret bounds expressed in terms of a generalized eluder dimension and an offline density estimation oracle.