Cluster Quilting: Spectral Clustering for Patchwork Learning
Cluster Quilting: Spectral Clustering for Patchwork Learning
Patchwork learning arises as a new and challenging data collection paradigm where both samples and features are observed in fragmented subsets. Due to technological limits, measurement expense, or multimodal data integration, such patchwork data structures are frequently seen in neuroscience, healthcare, and genomics, among others. Instead of analyzing each data …