Nonconvex robust programming via value-function optimization

Mathematics

• Function Optimization 100%
• Robust Optimization 96%
• Value Function 68%
• Programming 67%
• Optimization Problem 51%
• Data Perturbation 35%
• Saddle Point Theorem 34%
• Statistical Learning 32%
• Non-convexity 31%
• Nonconvex Optimization 28%
• Tractability 28%
• Majorization 27%
• Operations Research 27%
• Convex Programming 27%
• Stationarity 25%
• Min-max 25%
• Categorical or nominal 23%
• Optimal Solution 20%
• Uncertainty 20%
• Objective function 20%
• Game 19%
• Numerical Experiment 17%
• Interpretation 17%
• Formulation 15%
• Class 7%

Engineering & Materials Science

• Operations research 16%
• Convex optimization 15%
• Set theory 9%
• Uncertainty 9%
• Experiments 5%