Stable Conformal Prediction Sets

19 December 2021

Papers citing "Stable Conformal Prediction Sets"

7 / 7 papers shown

Title
Leave-One-Out Stable Conformal Prediction Kiljae Lee Yuan Zhang 34 0 0 16 Apr 2025
Conformal Prediction via Regression-as-Classification E. Guha Shlok Natarajan Thomas Möllenhoff Mohammad Emtiyaz Khan Eugène Ndiaye 22 11 0 12 Apr 2024
Bagging Provides Assumption-free Stability Jake A. Soloff Rina Foygel Barber Rebecca Willett 19 9 0 30 Jan 2023
Constructing Prediction Intervals with Neural Networks: An Empirical Evaluation of Bootstrapping and Conformal Inference Methods Alex Contarino Christine M. Schubert-Kabban Chancellor Johnstone Fairul Mohd-Zaid 28 3 0 07 Oct 2022
Approximating Full Conformal Prediction at Scale via Influence Functions Javier Abad Umang Bhatt Adrian Weller Giovanni Cherubin 27 10 0 02 Feb 2022
Few-shot Conformal Prediction with Auxiliary Tasks Adam Fisch Tal Schuster Tommi Jaakkola Regina Barzilay 176 53 0 17 Feb 2021
Cross-conformal predictors V. Vovk 115 196 0 03 Aug 2012