On gradient descent ascent for nonconvex-concave minimax problems

Keyphrases

• Nonconvex 100%
• Gradient Ascent 100%
• Minimax Problem 100%
• Two-time Scale 40%
• Popular 20%
• Convex Set 20%
• Control Theory 20%
• Real Application 20%
• Stationary Point 20%
• Limit Cycle 20%
• Practical Performance 20%
• Convergence Results 20%
• Machine Learning Control 20%
• Complexity Results 20%
• Ascent Algorithm 20%
• Non-asymptotic Analysis 20%
• Bounded Set 20%
• Generative Adversarial Networks 20%
• Convex-concave 20%

Mathematics

• Minimax 100%
• Timescale 66%
• Control Theory 33%
• Limit Cycle 33%
• Stationary Point 33%
• Convex Set 33%
• Convergence Result 33%
• Bounded Set 33%