Are Particle-Based Methods the Future of Sampling in Joint Energy Models? A Deep Dive into SVGD and SGLD

VR Shah - 2024 - vtechworks.lib.vt.edu
This thesis investigates the integration of Stein Variational Gradient Descent (SVGD) with
Joint Energy Models (JEMs), comparing its performance to Stochastic Gradient Langevin …