Distributed and Robust Support Vector Machine

DOI10.1142/S0218195920500107OpenAlexW3185030201MaRDI QIDQ5012873

Ziyun Huang, Jinhui Xu, Hu Ding, Yangwei Liu

Publication date: 26 November 2021

Published in: International Journal of Computational Geometry & Applications (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1142/s0218195920500107

zbMATH Keywords

communication complexitydistributed algorithmrobust algorithmSVM

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Approximation algorithms (68W25) Distributed algorithms (68W15)

Uses Software

• LIBSVM
• HOGWILD

Cites Work

• Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers
• A distributed selection algorithm and its expected communication complexity
• Support-vector networks
• Efficient Protocols for Distributed Classification and Optimization
• Coresets for polytope distance
• An Iterative Procedure for Computing the Minimum of a Quadratic Form on a Convex Set
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