Adaptive conformal classification with noisy labels

10 September 2023

Papers citing "Adaptive conformal classification with noisy labels"

12 / 12 papers shown

Title
Conformal Prediction with Corrupted Labels: Uncertain Imputation and Robust Re-weighting Shai Feldman Stephen Bates Yaniv Romano 27 0 0 07 May 2025
Enhancing Variable Selection in Large-scale Logistic Regression: Leveraging Manual Labeling with Beneficial Noise Xiaofei Wu Rongmei Liang 27 0 0 23 Apr 2025
Wasserstein-regularized Conformal Prediction under General Distribution Shift Rui Xu Chao Chen Yue Sun Parvathinathan Venkitasubramaniam Sihong Xie 28 0 0 23 Jan 2025
Estimating the Conformal Prediction Threshold from Noisy Labels Coby Penso Jacob Goldberger Ethan Fetaya 36 1 0 22 Jan 2025
Robust Conformal Prediction Using Privileged Information Shai Feldman Yaniv Romano OOD 65 2 0 10 Jan 2025
Conformal Prediction: A Data Perspective Xiaofan Zhou Baiting Chen Yu Gui Lu Cheng 59 2 0 09 Oct 2024
Meta-Analysis with Untrusted Data Shiva Kaul Geoffrey J. Gordon CML 22 1 0 12 Jul 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 21 13 0 12 Jan 2024
Conformal Prediction for Deep Classifier via Label Ranking Jianguo Huang Huajun Xi Linjun Zhang Huaxiu Yao Yue Qiu Hongxin Wei 28 21 0 10 Oct 2023
Conformal Prediction is Robust to Dispersive Label Noise Shai Feldman Bat-Sheva Einbinder Stephen Bates Anastasios Nikolas Angelopoulos Asaf Gendler Yaniv Romano 66 8 0 28 Sep 2022
Conformal Prediction using Conditional Histograms Matteo Sesia Yaniv Romano 53 66 0 18 May 2021
A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios Michael A. Hedderich Lukas Lange Heike Adel Jannik Strötgen Dietrich Klakow 191 286 0 23 Oct 2020