conftrace_

sample splitting

6 papers

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Co-occurring keywords

type i error (17) type ii error (8) linear discriminant analysis (68) binary classification (678) statistical learning (351) threshold construction (1) debiased machine learning (6) worst-case bound (5) statistical queries (3) classifier threshold (2)

Papers

Non-splitting Neyman-Pearson Classifiers JMLR 2024
Debiased Machine Learning without Sample-Splitting for Stable Estimators NIPS 2022
Guaranteed Validity for Empirical Approaches to Adaptive Data Analysis AISTATS 2020
Statistical Learning with a Nuisance Component (Extended Abstract) IJCAI 2020
Neyman-Pearson classification: parametrics and sample size requirement JMLR 2020
Computational Limits of A Distributed Algorithm for Smoothing Spline JMLR 2017