conftrace_

self-normalized estimator

2 papers

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Co-occurring keywords · papers mentioning both

off-policy selection (1) logged bandit (1) batch learning from logged bandit feedback (1) propensity overfitting (1) counterfactual risk minimization (1) counterfactual learning (1) self-normalized importance weighting (1) confidence bound (1) confidence interval (1) contextual bandit (1)

Papers

Confident Off-Policy Evaluation and Selection through Self-Normalized Importance Weighting AISTATS 2021 The Self-Normalized Estimator for Counterfactual Learning NeurIPS 2015