2024
Nonparametric Automatic Differentiation Variational Inference with Spline Approximation
AISTATS 2024poster
Automatic Differentiation Variational Inference (ADVI) is efficient in learning probabilistic models. Classic ADVI relies on the parametric approach to approximate the posterior. In this paper, we develop a spline-based nonparametric approximation approach that enables flexible posterior approximati…