Capacity dependent analysis for functional online learning algorithms

DOI10.1016/j.acha.2023.06.002arXiv2209.12198MaRDI QIDQ6051150

Zheng-Chu Guo, Xin Guo, Lei Shi

Publication date: 19 September 2023

Published in: Applied and Computational Harmonic Analysis (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2209.12198

zbMATH Keywords

reproducing kernel Hilbert spacefunctional data analysiscapacity dependent analysisstochastic gradient decent

Mathematics Subject Classification ID

Functional data analysis (62R10) Numerical optimization and variational techniques (65K10) Learning and adaptive systems in artificial intelligence (68T05)

Related Items (1)

High-probability generalization bounds for pointwise uniformly stable algorithms

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