Conformal Predictive Systems Under Covariate Shift

23 April 2024

Papers citing "Conformal Predictive Systems Under Covariate Shift"

8 / 8 papers shown

Title
Formal Verification and Control with Conformal Prediction Lars Lindemann Yiqi Zhao Xinyi Yu George J. Pappas Jyotirmoy Deshmukh 691 17 0 31 Aug 2024
Conformal Convolution and Monte Carlo Meta-learners for Predictive Inference of Individual Treatment Effects Jef Jonkers Jarne Verhaeghe Glenn Van Wallendael Luc Duchateau Sofie Van Hoecke 406 2 0 07 Feb 2024
Conformal Inference for Online Prediction with Arbitrary Distribution Shifts Isaac Gibbs Emmanuel Candès 176 87 0 17 Aug 2022
JAWS: Auditing Predictive Uncertainty Under Covariate Shift Drew Prinster Anqi Liu Suchi Saria 147 13 0 21 Jul 2022
Adaptive Conformal Inference Under Distribution Shift Isaac Gibbs Emmanuel Candès 176 247 0 01 Jun 2021
Distribution-free uncertainty quantification for classification under label shift Aleksandr Podkopaev Aaditya Ramdas UQCV 59 86 0 04 Mar 2021
Conformal calibrators V. Vovk Ivan Petej Paolo Toccaceli A. Gammerman 222 26 0 18 Feb 2019
A tutorial on conformal prediction Glenn Shafer V. Vovk 452 1,141 0 21 Jun 2007