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M. Komorowski

1 paper hereh-index 284.6k citations61 works total

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fields
  • cs.LG1
same name
  • M. Komorowski — 2 papers, h 6

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

works on
contextual bandits 1importance sampling 1kernel methods 1offline learning 1off-policy evaluation 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.LG2026

Kernel weighted importance sampling for off-policy evaluation in contextual bandits

Joshua Spear, Matthieu Komorowski, Rebecca Pope +2

The paper introduces Kernel-WIS, a new estimator that uses kernel-weighted importance sampling to evaluate policies offline in contextual bandit settings, offering consistency and…

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