290 citations · 681 across the 38 of their papers we have counts for
Showing 2021Show all
3 papers · 1 filter
stat.ME2021★ 2 cited
Hyperspherical Dirac Mixture Reapproximation
Kailai Li, Florian Pfaff, Uwe D. Hanebeck
We propose a novel scheme for efficient Dirac mixture modeling of distributions on unit hyperspheres. A so-called hyperspherical localized cumulative distribution (HLCD) is introdu…
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…
eess.SY2021★ 1 cited
Deterministic Sampling on the Circle using Projected Cumulative Distributions
Daniel Frisch, Uwe D. Hanebeck
We propose a method for deterministic sampling of arbitrary continuous angular density functions. With deterministic sampling, good estimation results can typically be achieved wit…