Practical and Matching Gradient Variance Bounds for Black-Box Variational Bayesian Inference

Kyurae Kim, Kaiwen Wu, Jisu Oh +1

Understanding the gradient variance of black-box variational inference (BBVI) is a crucial step for establishing its convergence and developing algorithmic improvements. However, e…