conftrace_

asymptotic unbiasedness

3 papers

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Co-occurring keywords

off-policy policy evaluation (5) nonstationary environment (6) regression approach (1) surrogate label (3) debiased machine learning (6) large language model (13587) proper scoring rule (24) doubly robust estimator (37) calibration error (61) cross-entropy loss (151)

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 NIPS 2023