Conformal Prediction with Missing Values

Conformal Prediction with Missing Values

5 June 2023

Margaux Zaffran

Aymeric Dieuleveut

Papers citing "Conformal Prediction with Missing Values"

15 / 15 papers shown

Title
Conformal Prediction with Corrupted Labels: Uncertain Imputation and Robust Re-weighting Shai Feldman Stephen Bates Yaniv Romano 31 0 0 07 May 2025
Context-Aware Online Conformal Anomaly Detection with Prediction-Powered Data Acquisition Amirmohammad Farzaneh Osvaldo Simeone 38 0 0 03 May 2025
Robust Conformal Prediction Using Privileged Information Shai Feldman Yaniv Romano OOD 73 2 0 10 Jan 2025
Conformal Prediction: A Data Perspective Xiaofan Zhou Baiting Chen Yu Gui Lu Cheng 118 3 0 09 Oct 2024
Uncertainty quantification for intervals Carlos García-Meixide Michael R. Kosorok Marcos Matabuena CML 55 0 0 29 Aug 2024
Denoising ESG: quantifying data uncertainty from missing data with Machine Learning and prediction intervals S. Caprioli Jacopo Foschi Riccardo Crupi Alessandro Sabatino 18 0 0 29 Jul 2024
Conformal Prediction for Class-wise Coverage via Augmented Label Rank Calibration Yuanjie Shi Subhankar Ghosh Taha Belkhouja J. Doppa Yan Yan 40 0 0 10 Jun 2024
Learning from Uncertain Data: From Possible Worlds to Possible Models Jiongli Zhu Su Feng Boris Glavic Babak Salimi 37 0 0 28 May 2024
Uncertainty quantification in metric spaces Gábor Lugosi Marcos Matabuena 47 4 0 08 May 2024
Uncertainty Quantification on Graph Learning: A Survey Chao Chen Chenghua Guo Rui Xu Xiangwen Liao Xi Zhang Sihong Xie Hui Xiong Mohit Bansal AI4CE 37 1 0 23 Apr 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 34 14 0 12 Jan 2024
Equal Opportunity of Coverage in Fair Regression Fangxin Wang Lu Cheng Ruocheng Guo Kay Liu Philip S. Yu 27 14 0 03 Nov 2023
Conformal link prediction for false discovery rate control Ariane Marandon 29 9 0 26 Jun 2023
Distribution-Free Matrix Prediction Under Arbitrary Missing Pattern Meijia Shao Yuan Zhang 24 6 0 19 May 2023
Conformal Prediction using Conditional Histograms Matteo Sesia Yaniv Romano 61 66 0 18 May 2021