no code implementations • NeurIPS 2023 • Kamélia Daudel, Joe Benton, Yuyang Shi, Arnaud Doucet
We then provide two complementary theoretical analyses of the VR-IWAE bound and thus of the standard IWAE bound.
no code implementations • NeurIPS 2021 • Kamélia Daudel, Randal Douc
This paper focuses on $\alpha$-divergence minimisation methods for Variational Inference.
no code implementations • 9 Mar 2021 • Kamélia Daudel, Randal Douc, François Roueff
In this paper, we introduce a novel family of iterative algorithms which carry out $\alpha$-divergence minimisation in a Variational Inference context.