A Frequentist Statistical Introduction to Variational Inference, Autoencoders, and Diffusion Models

Yen-Chi Chen

While Variational Inference (VI) is central to modern generative models like Variational Autoencoders (VAEs) and Denoising Diffusion Models (DDMs), its pedagogical treatment is spl…