Cross-validation: what does it estimate and how well does it do it?

Cross-validation: what does it estimate and how well does it do it?

1 April 2021

Robert Tibshirani

Papers citing "Cross-validation: what does it estimate and how well does it do it?"

15 / 15 papers shown

Title
Stability Regularized Cross-Validation Ryan Cory-Wright A. Gómez 31 0 0 11 May 2025
GeoConformal prediction: a model-agnostic framework of measuring the uncertainty of spatial prediction Xiayin Lou Peng Luo Liqiu Meng 91 0 0 05 Dec 2024
Conformal Prediction: A Data Perspective Xiaofan Zhou Baiting Chen Yu Gui Lu Cheng 184 3 0 09 Oct 2024
RandALO: Out-of-sample risk estimation in no time flat Parth Nobel Daniel LeJeune Emmanuel J. Candès 44 3 0 15 Sep 2024
Distributional bias compromises leave-one-out cross-validation George I. Austin I. Pe’er T. Korem 55 1 0 03 Jun 2024
The Limits of Assumption-free Tests for Algorithm Performance Yuetian Luo Rina Foygel Barber 36 0 0 12 Feb 2024
S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models Tiezhi Wang Nils Strodthoff 52 5 0 10 Oct 2023
Cross-Prediction-Powered Inference Tijana Zrnic Emmanuel J. Candès 43 23 0 28 Sep 2023
Assessing the performance of spatial cross-validation approaches for models of spatially structured data M. Mahoney L. Johnson Julia Silge Hannah Frick Max Kuhn Colin M. Beier 14 9 0 13 Mar 2023
Extrapolated cross-validation for randomized ensembles Jin-Hong Du Pratik V. Patil Kathryn Roeder Arun K. Kuchibhotla 18 5 0 27 Feb 2023
Unbiased Test Error Estimation in the Poisson Means Problem via Coupled Bootstrap Techniques Natalia L. Oliveira Jing Lei Robert Tibshirani 51 7 0 04 Dec 2022
Concentration inequalities for leave-one-out cross validation B. Avelin L. Viitasaari 25 3 0 04 Nov 2022
Post-Selection Confidence Bounds for Prediction Performance Pascal Rink W. Brannath 32 1 0 24 Oct 2022
GRASP: A Goodness-of-Fit Test for Classification Learning Adel Javanmard M. Mehrabi 15 0 0 05 Sep 2022
Embracing the Disharmony in Medical Imaging: A Simple and Effective Framework for Domain Adaptation Rongguang Wang Pratik Chaudhari Christos Davatzikos OOD 47 50 0 23 Mar 2021