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Bilinear MLPs for Single-Cell Analysis
Weights-based interpretability applied to single-cell transcriptomics analysis
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The generalized eigenvalue problem
Interpreting generalized eigenvalue problems as comparative PCA
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Spatial Omics II: Defining Multicellular Regions
A principled approach to representing multicellular regions in spatial omics data
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Spatial Omics I: Transcriptional Signals Over Tissue Domains
An introduction to graph signal processing in spatial omics data
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Principal component analysis
An intuitive derivation of PCA based on graphs