Convex relaxation regression: Black-box optimization of smooth functions by learning their convex envelopes

Keyphrases

• Convex Relaxation 100%
• Smooth Function 100%
• Black-box Optimization 100%
• Convex Envelope 100%
• Nonconvex Optimization 40%
• Optimization Tool 20%
• Popular 20%
• Optimization Theory 20%
• Machining Optimization 20%
• Global Minimizer 20%
• Convex Optimization 20%
• Function Evaluation 20%
• Nonconvex Problem 20%
• Convex Function 20%
• Classes of Smooth Functions 20%
• Machine Learning Theory 20%
• Convex Relaxation Technique 20%
• Non-convex Surrogate 20%

Mathematics

• Smooth Function 100%
• Black Box 100%
• Nonconvex Problem 50%
• Random Point 50%
• Probability Theory 50%
• Convex Function 50%
• Function Evaluation 50%