The simplest way to understand Variational Inference

Overview: Generally speaking, Variational Inference(VI) is a specific Statistical inference method that attempts to find the best tractable distribution to replace the intractable distribution when the unknown density function is intractable. In this way, a typical inference problem can be converted to a typical optimization problem. The best tractable distribution we look for is theContinue reading “The simplest way to understand Variational Inference”