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

Computer Science

• Convex Relaxation 100%
• Optimization Problem 33%
• Optimization 33%
• Convex Function 33%
• Regression 33%
• Machine Learning 16%
• Algorithm Converges 16%
• Optimization Theory 16%
• Function Evaluation 16%
• Popular Approach 16%
• Classes 16%
• Functions 16%
• Probability 16%

INIS

• relaxation 100%
• optimization 83%
• learning 33%
• evaluation 16%
• tools 16%
• solutions 16%
• algorithms 16%
• errors 16%
• machine learning 16%
• randomness 16%
• probability 16%

Mathematics

• Optimization 33%
• Smooth Function 33%
• Regression 33%
• Nonconvex Problem 16%
• Function Evaluation 16%
• Random Point 16%
• Bases 16%
• Functions 16%
• Classes 16%
• Black Box 16%