Tsung-Hung Yao
Tsung-Hung Yao
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Spatial transcriptomics
Bayesian Nonparametric Global-local Clustering of High-dimensional Functions
We propose a novel
global-local
framework that partitions coefficients into exclusive subsets with independent Dirichlet process (DP) priors on each subset to improve the scalability, while simultaneously providing enhanced flexibility compared to global clustering in the high-dimensional function.
Tsung-Hung Yao
,
Suprateek Kundu
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