Cross-Validation with Confidence

v1v2 (latest)

Cross-Validation with Confidence

23 March 2017

ArXiv (abs)PDF HTML

Papers citing "Cross-Validation with Confidence"

18 / 18 papers shown

Title
Is Cross-Validation the Gold Standard to Evaluate Model Performance? Garud Iyengar Henry Lam Tianyu Wang 86 0 0 03 Jul 2024
Failures and Successes of Cross-Validation for Early-Stopped Gradient Descent Pratik Patil Yuchen Wu Robert Tibshirani 126 5 0 26 Feb 2024
Inconsistency of cross-validation for structure learning in Gaussian graphical models Zhao Lyu Wai Ming Tai Mladen Kolar Bryon Aragam CML 35 0 0 28 Dec 2023
Online Estimation with Rolling Validation: Adaptive Nonparametric Estimation with Streaming Data Tianyu Zhang Jing Lei 125 1 0 18 Oct 2023
Bootstrapping the Cross-Validation Estimate Bryan Cai Fabio Pellegrini Menglan Pang C. D. Moor Changyu Shen V. Charu Lu Tian UQCV 15 3 0 01 Jul 2023
Zipper: Addressing degeneracy in algorithm-agnostic inference Geng Chen Yinxu Jia Guanghui Wang Changliang Zou 60 0 0 29 Jun 2023
Extrapolated cross-validation for randomized ensembles Jin-Hong Du Pratik V. Patil Kathryn Roeder Arun K. Kuchibhotla 69 5 0 27 Feb 2023
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 69 5 0 14 Dec 2021
Targeted Cross-Validation Jiawei Zhang Jie Ding Yuhong Yang 69 2 0 14 Sep 2021
Network Estimation by Mixing: Adaptivity and More Tianxi Li Can M. Le 76 7 0 05 Jun 2021
Bayesian subset selection and variable importance for interpretable prediction and classification Daniel R. Kowal 103 10 0 20 Apr 2021
Cross-validation: what does it estimate and how well does it do it? Stephen Bates Trevor Hastie Robert Tibshirani UQCV 100 287 0 01 Apr 2021
Forward Stability and Model Path Selection N. Kissel L. Mentch 110 14 0 05 Mar 2021
Cross-validation Confidence Intervals for Test Error Pierre Bayle Alexandre Bayle Lucas Janson Lester W. Mackey 71 40 0 24 Jul 2020
Fast, Optimal, and Targeted Predictions using Parametrized Decision Analysis Daniel R. Kowal 25 0 0 23 Jun 2020
Is a Classification Procedure Good Enough? A Goodness-of-Fit Assessment Tool for Classification Learning Jiawei Zhang Jie Ding Yuhong Yang 24 10 0 08 Nov 2019
Fast Exact Conformalization of Lasso using Piecewise Linear Homotopy Jing Lei 42 35 0 01 Aug 2017
Network cross-validation by edge sampling Tianxi Li Elizaveta Levina Ji Zhu 108 166 0 14 Dec 2016