Adaptive Doubly Robust Off-Policy Evaluation for Ranking Policies under Diverse User Behavior

arXiv:2608.29600 · cs.LG, cs.IR · Submitted 2026-08-30 · Read on arXiv

cs.LG, cs.IR

Submitted: 2026-08-30

Updated: 2026-08-30

Comments: 14 pages, 4 figures, 7 tables. Accepted at CONSEQUENCES 2026 and selected for oral presentation

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Doubly Robust — 17× in this paper
• Adaptive Doubly Robust — 12× in this paper
• Accuracy — 9× in this paper · explained in 1 episode
• Inverse Propensity Scoring — 6× in this paper
• Action Space — 4× in this paper · explained in 1 episode
• Abstraction — 2× in this paper · explained in 1 episode
• Contextual Bandits — 2× in this paper · explained in 3 episodes
• Embeddings — 2× in this paper · explained in 2 episodes
• Theoretical Guarantees — 2× in this paper · explained in 2 episodes
• Adaptive Inverse Propensity Scoring — 1× in this paper
• Generalization — 1× in this paper · explained in 13 episodes
• Regret — 1× in this paper · explained in 3 episodes
• Regularization — 1× in this paper · explained in 3 episodes

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