Learning rates for least square regressions with coefficient regularization
Author:
Publisher
Springer Science and Business Media LLC
Subject
Applied Mathematics,General Mathematics
Link
http://link.springer.com/content/pdf/10.1007/s10114-012-0607-0.pdf
Reference17 articles.
1. Vapnik, V.: Statistical Learning Theory, Springer-Verlag, New York, 1995
2. Evgeniou, T., Pontil, M., Poggio, T.: Regularization networks and support vector machines. Adv. Comput. Math., 13(1), 1–50 (2000)
3. Cucker, F., Smale, S.: On the mathematical foundations of learning theory. Bull. Amer. Math. Soc., 39(1), 1–49 (2001)
4. Cucker, F., Smale, S.: Best choices for regularization parameters in learning theory: On the bias-variance problem. Found. Compt. Math., 2(4), 413–428 (2002)
5. Wu, Q., Ying, Y. M., Zhou, D. X.: Learning rates of least square regression. Found. Comput. Math., 6(2), 171–192 (2006)
Cited by 9 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. Error analysis of kernel regularized pairwise learning with a strongly convex loss;Mathematical Foundations of Computing;2022
2. Non-asymptotic Error Bound for Optimal Prediction of Function-on-Function Regression by RKHS Approach;Acta Mathematica Sinica, English Series;2021-12-25
3. Learning rates for the kernel regularized regression with a differentiable strongly convex loss;Communications on Pure & Applied Analysis;2020
4. Coefficient-based lq-regularized regression with indefinite kernels and unbounded sampling;Journal of Approximation Theory;2018-12
5. Learning With Coefficient-Based Regularized Regression on Markov Resampling;IEEE Transactions on Neural Networks and Learning Systems;2018-09
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