Nonparametric Automatic Differentiation Variational Inference with Spline Approximation

Yuda Shao, Shan Yu, Tianshu Feng

Automatic Differentiation Variational Inference (ADVI) is efficient in learning probabilistic models. Classic ADVI relies on the parametric approach to approximate the posterior. I…