Scaling SVM and least absolute deviations via exact data reduction

Computer Science

• Support Vector Machine 100%
• Data Reduction 100%
• Support Vector 71%
• Dual Problem 14%
• Large-Scale Problem 14%
• Real Data Sets 14%
• Data Instance 14%
• Machine Problem 14%
• Classifier 14%
• Computational Cost 14%

Mathematics

• Support Vector Machine 100%
• Least Absolute Deviation 100%
• Data Reduction 100%
• Computational Cost 8%
• Synthetic Data 8%
• Number 8%
• Variational Inequality 8%
• Real Data 8%
• Scale Problem 8%
• Dual Problem 8%

Keyphrases

• Least Absolute Deviation 100%
• Nonsupport 71%
• Support Vector 71%
• Least Absolute Deviation Regression 42%
• Intensive Screening 14%