Globally optimal gradient descent for a ConvNet with Gaussian inputs

Keyphrases

• Globally Optimal 100%
• Gaussian Input 100%
• Gradient Descent 100%
• Optimal Gradient Method 100%
• ConvNet 100%
• NP-complete 25%
• Nonconvex Optimization 25%
• Neural Nets 25%
• Polynomial Time 25%
• Deep Learning Model 25%
• Convolutional Neural Network 25%
• Global Optimum 25%
• Input Distribution 25%
• Hidden Layer 25%
• Optimality Guarantee 25%
• Global Optimality 25%
• Case Hardness 25%
• ReLU Activation 25%
• Convolutional Structure 25%
• Gaussian Gradient 25%
• ReLU Activation Function 25%

Mathematics

• Gaussian Distribution 100%
• Neural Network 50%
• Worst Case 50%
• Polynomial Time 50%
• Optimality 50%
• Global Optimum 50%
• Deep Learning Method 50%
• Convolutional Neural Network 50%