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Cross-validation Confidence Intervals for Test Error

24 July 2020

Papers citing "Cross-validation Confidence Intervals for Test Error"

23 / 23 papers shown

Title
Stability Regularized Cross-Validation Ryan Cory-Wright A. Gómez 48 0 0 11 May 2025
SOAK: Same/Other/All K-fold cross-validation for estimating similarity of patterns in data subsets Toby Dylan Hocking Gabrielle Thibault Cameron Scott Bodine Paul Nelson Arellano Alexander F Shenkin Olivia Jasmine Lindly OOD 26 0 0 11 Oct 2024
Predictive Performance Test based on the Exhaustive Nested Cross-Validation for High-dimensional data I. I. Gauran H. Ombao Zhaoxia Yu 18 0 0 06 Aug 2024
Is Cross-Validation the Gold Standard to Evaluate Model Performance? Garud Iyengar Henry Lam Tianyu Wang 86 0 0 03 Jul 2024
Reshuffling Resampling Splits Can Improve Generalization of Hyperparameter Optimization Thomas Nagler Lennart Schneider B. Bischl Matthias Feurer 68 309 0 24 May 2024
Failures and Successes of Cross-Validation for Early-Stopped Gradient Descent Pratik Patil Yuchen Wu Robert Tibshirani 126 5 0 26 Feb 2024
The Limits of Assumption-free Tests for Algorithm Performance Yuetian Luo Rina Foygel Barber 166 1 0 12 Feb 2024
Cross-Prediction-Powered Inference Tijana Zrnic Emmanuel J. Candès 203 31 0 28 Sep 2023
Bootstrapping the Cross-Validation Estimate Bryan Cai Fabio Pellegrini Menglan Pang C. D. Moor Changyu Shen V. Charu Lu Tian UQCV 13 3 0 01 Jul 2023
Zipper: Addressing degeneracy in algorithm-agnostic inference Geng Chen Yinxu Jia Guanghui Wang Changliang Zou 58 0 0 29 Jun 2023
Hypothesis Transfer Learning with Surrogate Classification Losses: Generalization Bounds through Algorithmic Stability Anass Aghbalou Guillaume Staerman 67 6 0 31 May 2023
Extrapolated cross-validation for randomized ensembles Jin-Hong Du Pratik V. Patil Kathryn Roeder Arun K. Kuchibhotla 69 5 0 27 Feb 2023
Pushing the Accuracy-Group Robustness Frontier with Introspective Self-play J. Liu Krishnamurthy Dvijotham Jihyeon Janel Lee Quan Yuan Martin Strobel Balaji Lakshminarayanan Deepak Ramachandran 72 5 0 11 Feb 2023
Model-Agnostic Confidence Intervals for Feature Importance: A Fast and Powerful Approach Using Minipatch Ensembles Luqin Gan Lili Zheng Genevera I. Allen 94 6 0 05 Jun 2022
Debiased Machine Learning without Sample-Splitting for Stable Estimators Qizhao Chen Vasilis Syrgkanis Morgane Austern CML 80 18 0 03 Jun 2022
On the bias of K-fold cross validation with stable learners Anass Aghbalou François Portier Anne Sabourin 42 6 0 21 Feb 2022
Confidence intervals for the Cox model test error from cross-validation Min Woo Sun Robert Tibshirani 17 0 0 26 Jan 2022
Meta-Analysis of Randomized Experiments with Applications to Heavy-Tailed Response Data Nilesh Tripuraneni Dhruv Madeka Dean Phillips Foster Dominique C. Perrault-Joncas Michael I. Jordan 56 5 0 14 Dec 2021
Confidence intervals for the random forest generalization error Paulo Cilas Cilas Marques Filho UQCV AI4CE 50 10 0 11 Dec 2021
Local asymptotics of cross-validation in least-squares density estimation G. Maillard 15 1 0 18 Jun 2021
Testing for Outliers with Conformal p-values Stephen Bates Emmanuel Candès Lihua Lei Yaniv Romano Matteo Sesia 176 144 0 16 Apr 2021
Automatic Termination for Hyperparameter Optimization Anastasia Makarova Huibin Shen Valerio Perrone Aaron Klein Jean Baptiste Faddoul Andreas Krause Matthias Seeger Cédric Archambeau 65 22 0 16 Apr 2021
Cross-validation: what does it estimate and how well does it do it? Stephen Bates Trevor Hastie Robert Tibshirani UQCV 98 287 0 01 Apr 2021