Black-box tests for algorithmic stability

30 November 2021

Papers citing "Black-box tests for algorithmic stability"

10 / 10 papers shown

Title
Stability via resampling: statistical problems beyond the real line Jake A. Soloff Rina Foygel Barber Rebecca Willett 35 3 0 15 May 2024
Stability of a Generalized Debiased Lasso with Applications to Resampling-Based Variable Selection Jingbo Liu 24 0 0 05 May 2024
The Limits of Assumption-free Tests for Algorithm Performance Yuetian Luo Rina Foygel Barber 36 0 0 12 Feb 2024
On the Relationship Between Interpretability and Explainability in Machine Learning Benjamin Leblanc Pascal Germain FaML 31 0 0 20 Nov 2023
Algorithmic stability implies training-conditional coverage for distribution-free prediction methods Ruiting Liang Rina Foygel Barber 37 6 0 07 Nov 2023
Distribution-Free Matrix Prediction Under Arbitrary Missing Pattern Meijia Shao Yuan Zhang 24 6 0 19 May 2023
Select without Fear: Almost All Mini-Batch Schedules Generalize Optimally Konstantinos E. Nikolakakis Amin Karbasi Dionysis Kalogerias 37 5 0 03 May 2023
Bagging Provides Assumption-free Stability Jake A. Soloff Rina Foygel Barber Rebecca Willett 24 9 0 30 Jan 2023
Resampling Sensitivity of High-Dimensional PCA Haoyu Wang 29 0 0 30 Dec 2022
Conditional predictive inference for stable algorithms Lukas Steinberger Hannes Leeb 28 12 0 05 Sep 2018