Logical GANs: Adversarial Learning through Ehrenfeucht Fraisse Games

Mirco A. Mannucci

GANs promise indistinguishability, logic explains it. We put the two on a budget: a discriminator that can only ``see'' up to a logical depth $k$, and a generator that must look co…