Adaptive supervised learning on data streams in reproducing kernel Hilbert spaces with data sparsity constraint-Reference-Cited by-同舟云学术

登录注册会员服务联系我们

Adaptive supervised learning on data streams in reproducing kernel Hilbert spaces with data sparsity constraint

Published:2023-01-02 Issue:1 Volume:12 Page:
ISSN:2049-1573
Container-title:Stat
language:en
Short-container-title:Stat

Author:

Wang Haodong¹,Li Quefeng¹,Liu Yufeng¹²³⁴⁵^ORCID

Affiliation:

1. Department of Statistics and Operations Research The University of North Carolina at Chapel Hill Chapel Hill North Carolina 27599 USA

2. Department of Biostatistics The University of North Carolina at Chapel Hill Chapel Hill North Carolina 27599 USA

3. Department of Genetics The University of North Carolina at Chapel Hill Chapel Hill North Carolina 27599‐7264 USA

4. Carolina Center for Genome Sciences The University of North Carolina at Chapel Hill Chapel Hill North Carolina 27599 USA

5. Lineberger Comprehensive Cancer Center The University of North Carolina at Chapel Hill Chapel Hill North Carolina 27599 USA

Funder

National Institute of General Medical Sciences

National Science Foundation

National Institute on Aging

Publisher

Wiley

Subject

Statistics, Probability and Uncertainty,Statistics and Probability

Link

https://onlinelibrary.wiley.com/doi/pdf/10.1002/sta4.514

Reference24 articles.

1. Theory of reproducing kernels

2. Boser B. E. Guyon I. M. &Vapnik V. N.(1992).A training algorithm for optimal margin classifiers. InProceedings of the Fifth Annual Workshop on Computational Learning Theory pp.144–152.

3. Tracking the best hyperplane with a simple budget Perceptron

4. Support-vector networks

5. The Forgetron: A Kernel-Based Perceptron on a Budget

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