11 citations · 15 across the 7 of their papers we have counts for
Showing 2021Show all
2 papers · 1 filter
math.ST2021★ 2 cited
Mixture weights optimisation for Alpha-Divergence Variational Inference
Kamélia Daudel, Randal Douc
This paper focuses on -divergence minimisation methods for Variational Inference. More precisely, we are interested in algorithms optimising the mixture weights of any given mix…
stat.CO2021★ 2 cited
Monotonic Alpha-divergence Minimisation for Variational Inference
Kamélia Daudel, Randal Douc, François Roueff
In this paper, we introduce a novel family of iterative algorithms which carry out -divergence minimisation in a Variational Inference context. They do so by ensuring a systemat…