Non-Exchangeable Conformal Risk Control

Non-Exchangeable Conformal Risk Control

2 October 2023

António Farinhas

Chrysoula Zerva

André F. T. Martins

Papers citing "Non-Exchangeable Conformal Risk Control"

7 / 7 papers shown

Title
WATCH: Adaptive Monitoring for AI Deployments via Weighted-Conformal Martingales Drew Prinster Xing Han Anqi Liu S. Saria 30 0 0 07 May 2025
Conformal Prediction: A Data Perspective Xiaofan Zhou Baiting Chen Yu Gui Lu Cheng 68 2 0 09 Oct 2024
Uncertainty quantification for probabilistic machine learning in earth observation using conformal prediction Geethen Singh Glenn Moncrieff Zander Venter Kerry Cawse-Nicholson Jasper Slingsby Tamara B. Robinson 23 13 0 12 Jan 2024
Conformal Decision Theory: Safe Autonomous Decisions from Imperfect Predictions Jordan Lekeufack Anastasios Nikolas Angelopoulos Andrea V. Bajcsy Michael I. Jordan Jitendra Malik OffRL 26 28 0 09 Oct 2023
Achieving Risk Control in Online Learning Settings Shai Feldman Liran Ringel Stephen Bates Yaniv Romano 68 28 0 18 May 2022
Distribution-Free, Risk-Controlling Prediction Sets Stephen Bates Anastasios Nikolas Angelopoulos Lihua Lei Jitendra Malik Michael I. Jordan OOD 176 185 0 07 Jan 2021
Cross-conformal predictors V. Vovk 115 196 0 03 Aug 2012