Develops IPW-Z estimation framework for misspecified contextual bandits, establishing consistency and asymptotic normality under scaled inverse-propensity convergence for marginal moment targets.
Models as approximations I: Consequences illustrated with linear regression.Statistical Science, 34(4):523–544, 2019
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
stat.ML 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Statistical Inference for Misspecified Contextual Bandits
Develops IPW-Z estimation framework for misspecified contextual bandits, establishing consistency and asymptotic normality under scaled inverse-propensity convergence for marginal moment targets.