AINeutralarXiv – CS AI · 10h ago5/10
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Sequential Minimal Optimization Algorithm for One-Class Support Vector Machines With Privileged Information
Researchers have developed a Sequential Minimal Optimization algorithm for One-Class Support Vector Machines with Privileged Information (OC-SVM+), addressing a long-standing gap in machine learning methodology. The algorithm demonstrates superior performance compared to existing interior point methods and establishes finite-time convergence properties.