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Learnability in Online Kernel Selection with Memory Constraint via Data-Dependent Regret Analysis

Jun-Fan Li Shi-Zhong Liao

Journal of Computer Science & Technology2025，Vol.40Issue(1)：P.73-84,12.

Journal of Computer Science & Technology2025，Vol.40Issue(1)：P.73-84,12.DOI:10.1007/s11390-024-2896-z

Learnability in Online Kernel Selection with Memory Constraint via Data-Dependent Regret Analysis

Jun-Fan Li ¹Shi-Zhong Liao¹

作者信息

1. College of Intelligence and Computing,Tianjin University,Tianjin 300350,China
折叠

摘要

关键词

model selection/online kernel learning/memory constraint/learnability

分类

信息技术与安全科学

引用本文复制引用

Jun-Fan Li,Shi-Zhong Liao..Learnability in Online Kernel Selection with Memory Constraint via Data-Dependent Regret Analysis[J].Journal of Computer Science & Technology,2025,40(1):P.73-84,12.

基金项目

supported by the National Natural Science Foundation of China under Grant No.62076181. （）

Journal of Computer Science & Technology

ISSN：1000-9000

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