2025 "preference-based bandits" Papers

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FraPPE: Fast and Efficient Preference-Based Pure Exploration

Udvas Das, Apurv Shukla, Debabrota Basu

NEURIPS 2025posterarXiv:2508.16487

Learning Across the Gap: Hybrid Multi-armed Bandits with Heterogeneous Offline and Online Data

Qijia He, Minghan Wang, Xutong Liu et al.

NEURIPS 2025poster