Convex Formulations of Learning from Crowds

Author:

Kajino Hiroshi1,Kashima Hisashi1

Affiliation:

1. The University of Tokyo

Publisher

Japanese Society for Artificial Intelligence

Subject

Artificial Intelligence,Software

Reference16 articles.

1. [Caruana 97] Caruana, R.: Multitask Learning, in Machine Learning, Vol. 28, pp. 41-75 (1997)

2. Modeling wine preferences by data mining from physicochemical properties

3. [Dawid 79] Dawid, A. P. and Skene, A. M.: Maximum Likelihood Estimation of Observer Error-Rates Using the EM Algorithm, Applied Statistics, Vol. 28, No. 1, pp. 20-28 (1979)

4. [Dekel 09] Dekel, O. and Shamir, O.: Vox Populi: Collecting High-Quality Labels from a Crowd, in Proceedings of the 22nd Annual Conference on Learning Theory (2009)

5. [Donmez 09] Donmez, P., Carbonell, J. G., and Schneider, J.: Efficiently Learning the Accuracy of Labeling Sources for Selective Sampling, in Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 259-268 (2009)

Cited by 23 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. Label Selection Approach to Learning from Crowds;Communications in Computer and Information Science;2023-11-26

2. Hierarchical Crowdsourcing for Data Labeling with Heterogeneous Crowd;2023 IEEE 39th International Conference on Data Engineering (ICDE);2023-04

3. Learning from biased crowdsourced labeling with deep clustering;Expert Systems with Applications;2023-01

4. Knowledge Learning With Crowdsourcing: A Brief Review and Systematic Perspective;IEEE/CAA Journal of Automatica Sinica;2022-05

5. Data Management for Machine Learning: A Survey;IEEE Transactions on Knowledge and Data Engineering;2022

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