Yang Zhi-Han

Training Latent Variable Models with Auto-encoding Variational Bayes: A Tutorial

2022 · arXiv (Cornell University)

Auto-encoding Variational Bayes (AEVB) is a powerful and general algorithm for fitting latent variable models (a promising direction for unsupervised learning), and is well-known for training the Variational Auto-Encoder (VAE). In this tutorial, we focus …