most citedMixture weights optimisation for Alpha-Divergence Variational Inference

2 citations · 2 across the 1 of their papers we have counts for

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2 papers

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…

math.ST2019

The -Divergence Expectation Iteration Scheme

Kamélia Daudel, Randal Douc, François Portier +1

This paper introduces the -EI algorithm, a novel iterative algorithm which operates on measures and performs -divergence minimisation in a Bayesian framework. We prove t…