conftrace_

asymptotic unbiasedness

3 papers

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Co-occurring keywords · papers mentioning both

off-policy policy evaluation (1) regression approach (1) surrogate label (1) debiased machine learning (1) large language model (1) proper scoring rule (1) doubly robust estimator (1) calibration error (1) cross-entropy loss (1) non-stationary environment (1)

Papers

Consistent and Asymptotically Unbiased Estimation of Proper Calibration Errors AISTATS 2024 Asymptotically Unbiased Off-Policy Policy Evaluation when Reusing Old Data in Nonstationary Environments AISTATS 2023 Using Imperfect Surrogates for Downstream Inference: Design-based Supervised Learning for Social Science Applications of Large Language Models NeurIPS 2023