New robust unsupervised support vector machines

DOI10.1007/s11424-011-8102-8zbMath1230.68174OpenAlexW2046301775MaRDI QIDQ646730

Mingyu Zhang, Kun Zhao, Nai-Yang Deng

Publication date: 17 November 2011

Published in: Journal of Systems Science and Complexity (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s11424-011-8102-8

zbMATH Keywords

robustsemidefinite programmingunsupervised learningsupport vector machines

Mathematics Subject Classification ID

Semidefinite programming (90C22) Learning and adaptive systems in artificial intelligence (68T05)

Uses Software

• SDPT3

Cites Work

• Robust linear optimization under general norms.
• Robust solutions of uncertain linear programs
• Robust solutions of linear programming problems contaminated with uncertain data
• Learning theory estimates via integral operators and their approximations
• Robust Convex Optimization
• The Price of Robustness
• Robust Solutions to Uncertain Semidefinite Programs
• Robust Solutions to Least-Squares Problems with Uncertain Data
• Technical Note—Convex Programming with Set-Inclusive Constraints and Applications to Inexact Linear Programming
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