Multisource Single-Cell Data Integration by MAW Barycenter for Gaussian Mixture Models

DOI10.1111/biom.13630zbMath1522.62178OpenAlexW4214562778MaRDI QIDQ6079777

Wei Shi, Jianbo Ye, Lin Lin, Jia Li

Publication date: 30 October 2023

Published in: Biometrics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1111/biom.13630

zbMATH Keywords

Gaussian mixture modelWasserstein barycenterintegrative analysisminimized aggregated Wasserstein distancemultisource single-cell data

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10)

Cites Work

• Optimal algorithms for online scheduling with bounded rearrangement at the end
• Barycenters in the Wasserstein Space
• A Wasserstein-Type Distance in the Space of Gaussian Mixture Models
• Inference for Empirical Wasserstein Distances on Finite Spaces
• Fast Discrete Distribution Clustering Using Wasserstein Barycenter With Sparse Support
• Optimal transport, mean partition, and uncertainty assessment in cluster analysis
• Simple, scalable and accurate posterior interval estimation
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