Regularized least square kernel regression for streaming data

Xiaoqing Zheng; Hongwei Sun; Qiang Wu

doi:10.4310/cms.2021.v19.n6.a4

ScienceGate Book Chapters

JOURNAL ARTICLE

Regularized least square kernel regression for streaming data

Xiaoqing Zheng Hongwei Sun Qiang Wu

Year: 2021 Journal: Communications in Mathematical Sciences Vol: 19 (6)Pages: 1533-1548 Publisher: International Press of Boston

DOI: 10.4310/cms.2021.v19.n6.a4

Get Full-Text PDF Get Analytical Report

Keywords:

Streaming data Mathematics Regression Kernel regression Kernel (algebra) Square (algebra) Statistics Applied mathematics Computer science Data mining Combinatorics Geometry

Metrics

Cited By

0.10

FWCI (Field Weighted Citation Impact)

Refs

0.39

Citation Normalized Percentile

Is in top 1%

Is in top 10%

Citation History

Topics

Face and Expression Recognition

Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

Distributed Sensor Networks and Detection Algorithms

Physical Sciences → Computer Science → Computer Networks and Communications

Gaussian Processes and Bayesian Inference

Physical Sciences → Computer Science → Artificial Intelligence

Regularized least square kernel regression for streaming data

Metrics

Citation History

Topics

Related Documents

Error analysis of regularized least-square regression with Fredholm kernel

Total least square kernel regression

Least-Square Regularized Regression in Compressed Domain

Learning Rates of Least-Square Regularized Regression

Least Square Regularized Regression for Multitask Learning