Simple randomized algorithms for online learning with kernels

DOI10.1016/j.neunet.2014.07.006zbMath1325.68189OpenAlexW1991039460WikidataQ43604123 ScholiaQ43604123MaRDI QIDQ889311

Wenwu He, James T. Kwok

Publication date: 6 November 2015

Published in: Neural Networks (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.neunet.2014.07.006

zbMATH Keywords

online learningkernel methodsbudgetstochastic strategies

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Randomized algorithms (68W20) Online algorithms; streaming algorithms (68W27)

Uses Software

• Forgetron

Cites Work

• Unnamed Item
• A kernel-based perceptron with dynamic memory
• Online Learning and Online Convex Optimization
• The Forgetron: A Kernel-Based Perceptron on a Budget
• Tracking the Best Hyperplane with a Simple Budget Perceptron
• Online Learning with Kernels

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