Local Convergence of Gradient Descent-Ascent for Training Generative Adversarial Networks

Mathematics

• Convergence Analysis 50%
• Convergence Rate 50%
• Dimensional Data 50%
• Dynamical System 50%
• Isolated Point 50%
• Local Convergence 100%
• Minimax 50%
• Numerical Simulation 50%
• Point Model 50%
• Regularization 50%

Computer Science

• Convergence Rate 20%
• Discriminator 40%
• Dynamical System 20%
• Generative Adversarial Networks 100%
• Generative Model 20%
• Gradient Descent 100%
• High Dimensional Data 20%
• Learning Rate 20%
• Mathematical Convergence 20%
• Numerical Simulation 20%
• Optimization Problem 20%
• Regularization 20%

Keyphrases

• Local Convergence Rate 20%