Reliability-based cleaning of noisy training labels with inductive conformal prediction in multi-modal biomedical data mining

13 September 2023

Papers citing "Reliability-based cleaning of noisy training labels with inductive conformal prediction in multi-modal biomedical data mining"

8 / 8 papers shown

Title
Conformal Prediction: A Data Perspective Xiaofan Zhou Baiting Chen Yu Gui Lu Cheng 844 5 0 09 Oct 2024
Filter Drug-induced Liver Injury Literature with Natural Language Processing and Ensemble Learning Xianghao Zhan Fanjin Wang Olivier Gevaert 34 13 0 09 Mar 2022
Unsupervised cross-user adaptation in taste sensation recognition based on surface electromyography with conformal prediction and domain regularized component analysis Hengyang Wang Xianghao Zhan Li Liu Asif Ullah Huiyan Li Han Gao You Wang Guang Li 38 9 0 20 Oct 2021
A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification Anastasios Nikolas Angelopoulos Stephen Bates OOD 180 615 0 15 Jul 2021
Boost AI Power: Data Augmentation Strategies with unlabelled Data and Conformal Prediction, a Case in Alternative Herbal Medicine Discrimination with Electronic Nose Li Liu Xianghao Zhan Rumeng Wu Xiaoqing Guan Zhan Wang Wei Zhang Mert Pilanci You Wang Zhiyuan Luo Guang Li 26 13 0 05 Feb 2021
Small Data Challenges in Big Data Era: A Survey of Recent Progress on Unsupervised and Semi-Supervised Methods Guo-Jun Qi Jiebo Luo SSL 45 244 0 27 Mar 2019
Unsupervised Learning of Sentence Embeddings using Compositional n-Gram Features Matteo Pagliardini Prakhar Gupta Martin Jaggi SSL 137 695 0 07 Mar 2017
Distilling the Knowledge in a Neural Network Geoffrey E. Hinton Oriol Vinyals J. Dean FedML 320 19,609 0 09 Mar 2015