Censored Semi-Bandits: A Framework for Resource Allocation with Censored Feedback

Arun Verma, Manjesh Hanawal, Arun Rajkumar, Raman Sankaran

Feb-11-2026, 23:48:44 GMT–Neural Information Processing Systems

The problem is challenging because the loss distribution and threshold value of each arm are unknown. We study this novel setting by establishing its'equivalence' to Multiple-Play Multi-Armed Bandits (MP-MAB) andCombinatorial Semi-Bandits.

allocation, artificial intelligence, data mining, (15 more...)

Neural Information Processing Systems

Feb-11-2026, 23:48:44 GMT

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  - Artificial Intelligence > Representation & Reasoning (0.69)
  - Data Science > Data Mining
    - Big Data (0.50)

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