290 citations · 681 across the 38 of their papers we have counts for
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stat.ML2023
Progressive Bayesian Particle Flows based on Optimal Transport Map Sequences
Uwe D. Hanebeck
We propose a method for optimal Bayesian filtering with deterministic particles. In order to avoid particle degeneration, the filter step is not performed at once. Instead, the par…
stat.ML2021★ 5 cited
Gaussian Mixture Estimation from Weighted Samples
Daniel Frisch, Uwe D. Hanebeck
We consider estimating the parameters of a Gaussian mixture density with a given number of components best representing a given set of weighted samples. We adopt a density interpre…