Concepts2
📚TheoryAdvanced
GAN Theory
Generative Adversarial Networks (GANs) set up a two-player game where a generator tries to make fake samples that look real while a discriminator tries to tell real from fake.
#gan minimax#wasserstein gan#js divergence+11
📚TheoryIntermediate
Minimax Theorem
The Minimax Theorem states that in zero-sum two-player games with suitable convexity and compactness, the best guaranteed payoff for the maximizer equals the worst-case loss for the minimizer.
#minimax theorem#zero-sum games#saddle point+12