Reviews: Approximation and Convergence Properties of Generative Adversarial Learning
–Neural Information Processing Systems
The authors present a formal analysis to characterize general adversarial learning. The analysis shows that under certain conditions on the objective function the adversarial process has a moment-matching effect. They also show results on convergence properties. The writing is quite dense and may not be accessible to most of the NIPS audience. I did not follow the full details myself.
Neural Information Processing Systems
Oct-7-2024, 19:55:43 GMT
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