Sharp Bounds on the Approximation Rates, Metric Entropy, and n-Widths of Shallow Neural Networks

Mathematics

• Approximation Property 20%
• Bounded Variation 20%
• Convex Hull 20%
• Metric Entropy 100%
• Neural Network 100%
• Nonlinear Approximation 20%
• Ridge Functions 40%
• Sharp Bound 100%
• Upper Bound 40%

Keyphrases

• Entropy Approximation 20%
• Lower Bounding 20%
• N-widths 100%
• Sharp Bound 100%
• Sharp Lower Bound 20%
• Sigmoid Activation Function 20%