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Software . 2020
License: https://www.gnu.org/licenses/gpl-3.0-standalone.html
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ZENODO
Software . 2020
License: https://www.gnu.org/licenses/gpl-3.0-standalone.html
Data sources: Datacite
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Software . 2020
License: http://www.gnu.org/licenses/old-licenses/gpl-2.0-standalone.html
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waspr: Wasserstein Barycenters of Subset Posteriors

integration_instructionsResearch softwarekeyboard_double_arrow_right Software 04 Aug 2020Publisher:Zenodo
Authors: Cremers, Jolien;

doi: 10.5281/zenodo.3971909 , 10.5281/zenodo.3971910

waspr: Wasserstein Barycenters of Subset Posteriors

Abstract

Functions to compute Wasserstein barycenters of subset posteriors using the swapping algorithm. The Wasserstein barycenter is a geometric approach for combining subset posteriors. It allows for parallel and distributed computation of the posterior in case of complex models and/or big datasets, thereby increasing computational speed tremendously.

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Keywords

Wasserstein barycenter, Bayesian, MCMC

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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