plug-in estimator

Evaluation of "Probabilities of Causation" in Case-Control Studies: Identification and Estimation UAI 2026 A Novel Characterization of the Population Area Under the Risk Coverage Curve (AURC) and Rates of Finite Sample Estimators ICML 2025 Bridging Multiple Worlds: Multi-marginal Optimal Transport for Causal Partial-identification Problem AISTATS 2025 Sharp Optimality of Simple, Plug-in Estimation of the Fisher Information of a Smoothed Density ICML 2025 Plugin estimators for selective classification with out-of-distribution detection ICLR 2024 Rates of Estimation of Optimal Transport Maps using Plug-in Estimators via Barycentric Projections NeurIPS 2021 Bessel Smoothing and Multi-Distribution Property Estimation COLT 2020 Data Amplification: Instance-Optimal Property Estimation ICML 2020 Estimating weighted areas under the ROC curve NeurIPS 2020 Fair regression via plug-in estimator and recalibration with statistical guarantees NeurIPS 2020 Covariate-Powered Empirical Bayes Estimation NeurIPS 2019 Plug-in Estimators for Conditional Expectations and Probabilities AISTATS 2018 Consistent Binary Classification with Generalized Performance Metrics NeurIPS 2014 Exponential Concentration of a Density Functional Estimator NeurIPS 2014 Exponential Concentration for Mutual Information Estimation with Application to Forests NeurIPS 2012