Understand the Math and Theory of GANs in ~ 10 minutes

Join my Foundations of GNNs online course (https://www.graphneuralnets.com)! This video takes a deep dive into the math of Generative Adversarial Networks. It explains the optimization function, steps through an algorithm for solving it, and theoretically proves that solving it leads to the perfect Generative model. Part 1 of this series gave a high-level overview of how GANs work: https://youtu.be/3z8VSpBL6Vg My blog series on GANs: https://blog.zakjost.com/tags/generative-adversarial-networks/ The original paper from Ian Goodfellow: http://papers.nips.cc/paper/5423-generative-adversarial-nets.pdf Mailing List: https://blog.zakjost.com/subscribe Discord Server: https://discord.gg/xh2chKX Blog: https://blog.zakjost.com Patreon: https://www.patreon.com/welcomeaioverlords