Eluder-Dimension-Free Regret for Stage-Wise Constrained Contextual Bandits via Offline Regression

arXiv:2505.07101 · stat.ML, cs.LG · Submitted 2025-05-11 · Read on arXiv

stat.ML, cs.LG

Submitted: 2025-05-11

Updated: 2026-10-18

Terminology

• Regret — 2× in this paper · explained in 4 episodes
• Active Learning — 1× in this paper · explained in 6 episodes
• Calibration — 1× in this paper · explained in 9 episodes
• Contextual Bandits — 1× in this paper · explained in 3 episodes
• Theoretical Guarantees — 1× in this paper · explained in 2 episodes

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