Efficient multiplicative updates for support vector machines

Mathematics

• Non-negative Matrix Factorization 100%
• Support Vector Machine 83%
• Update 65%
• Multiplicative 54%
• Objective function 15%
• Learning Rate 13%
• kernel 12%
• Formulation 12%
• Matrix Factorization 11%
• Demonstrate 11%
• Asymptotic Convergence 11%
• Margin 10%
• Classifier 10%
• Quadratic Programming 10%
• Natural Extension 9%
• Experiment 7%
• Non-negative 6%
• Performance 5%
• Standards 5%

Engineering & Materials Science

• Factorization 66%
• Support vector machines 53%
• Quadratic programming 9%
• Classifiers 5%
• Experiments 2%