Generalization error of GAN from the discriminator’s perspective

Keyphrases

• Generalization Error 100%
• Generative Adversarial Networks 100%
• Memorization 66%
• High-dimensional Distribution 33%
• Curse of Dimensionality 33%
• Empirical Distribution Function 33%
• Early Stopping 33%
• Generalization Ability 33%
• Wasserstein Distance 33%
• Learning Results 33%
• Hardness of Learning 33%
• Generative Adversarial Networks Models 33%

Mathematics

• Dimensional Distribution 100%
• Network Model 100%
• Curse of Dimensionality 100%