Leveraging Inter-Rater Agreement for Classification in the Presence of Noisy Labels

Author:

Bucarelli Maria Sofia1,Cassano Lucas1,Siciliano Federico1,Mantrach Amin1,Silvestri Fabrizio2

Affiliation:

1. Amazon

2. Sapienza University of Rome

Funder

MIUR

Publisher

IEEE

Reference31 articles.

1. Can gradient clipping mitigate label noise?;menon;International Conference on Learning Representations,2020

2. Learning from corrupted binary labels via class-probability estimation;menon;Proceedings of the 32nd International Conference on Machine Learning volume 37 of Proceedings of Machine Learning Research,2015

3. Learning with noisy labels;natarajan;Advances in neural information processing systems,2013

4. Beyond images: Label noise transition matrix estimation for tasks with lower-quality features;zhu;Proceedings of the 39th International Conference on Machine Learning volume 162 of Proceedings of Machine Learning Research,2022

Cited by 5 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Dynamic selection for reconstructing instance-dependent noisy labels;Pattern Recognition;2024-12

2. Tackling Noisy Labels With Network Parameter Additive Decomposition;IEEE Transactions on Pattern Analysis and Machine Intelligence;2024-09

3. CTRL: Clustering Training Losses for Label Error Detection;IEEE Transactions on Artificial Intelligence;2024-08

4. Investigating the Robustness of Sequential Recommender Systems Against Training Data Perturbations;Lecture Notes in Computer Science;2024

5. Regularly Truncated M-Estimators for Learning With Noisy Labels;IEEE Transactions on Pattern Analysis and Machine Intelligence;2024

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3