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Wang, Z · 2025 · arXiv 2502.02079

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cs.LG 1

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2026 1

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Linear and Neural Dueling Bandits with Delayed Feedback

cs.LG · 2026-05-26 · unverdicted · novelty 7.0

Proposes LDB-DF and NDB-DF algorithms for contextual dueling bandits with delayed feedback using an IPW estimator in the loss, with O(d sqrt(T)) regret for the linear case and sub-linear guarantees for the neural case.

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  • Linear and Neural Dueling Bandits with Delayed Feedback cs.LG · 2026-05-26 · unverdicted · none · ref 23

    Proposes LDB-DF and NDB-DF algorithms for contextual dueling bandits with delayed feedback using an IPW estimator in the loss, with O(d sqrt(T)) regret for the linear case and sub-linear guarantees for the neural case.