Robust Validation: Confident Predictions Even When Distributions Shift

DOI10.1080/01621459.2023.2298037MaRDI QIDQ6651410

Maxime Cauchois, John C. Duchi, Alnur Ali, Suyash Gupta

Publication date: 10 December 2024

Published in: Journal of the American Statistical Association (Search for Journal in Brave)

Mathematics Subject Classification ID

Statistics (62-XX)

Cites Work

• Title not available (Why is that?)
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• Distribution-Free Predictive Inference For Regression
• Learning models with uniform performance via distributionally robust optimization
• Data-driven robust optimization
• Double/debiased machine learning for treatment and structural parameters
• The limits of distribution-free conditional predictive inference
• Quantifying Distributional Model Risk via Optimal Transport
• Robust Wasserstein profile inference and applications to machine learning
• Estimating Divergence Functionals and the Likelihood Ratio by Convex Risk Minimization
• Calibrating Sensitivity Analyses to Observed Covariates in Observational Studies
• Algorithms - ESA 2003
• The Elements of Statistical Learning

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