conftrace_

instance-dependent analysis

3 papers

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Co-occurring keywords · papers mentioning both

regret bound (2) cost subsidy (1) instance-dependent perspective (1) pairwise elimination (1) contextual linear bandit (1) confidence region (1) multi-armed bandit (1) early stopping (1) markov decision process (1) online decision making (1)

Papers

Pairwise Elimination with Instance-Dependent Guarantees for Bandits with Cost Subsidy ICLR 2025 Instance-Dependent Confidence and Early Stopping for Reinforcement Learning JMLR 2023 On the Complexity of Representation Learning in Contextual Linear Bandits AISTATS 2023