CAREER: High-Dimensional Learning and Inference from Heterogeneous Data Sources
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This project will develop novel statistical theories and methods for handling large, heterogeneous datasets. Modern scientific applications often produce heterogeneous data of different types for the same problem. For instance, a single-cell biologist may observe multiple types of sequencing data from diverse instruments, all relevant for…
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