Interpreting Convolutional Neural Networks in Population Genetics
Huiting Xu, Leon Zong, Dylan D. Ray, Lei Lei, Daniel R. Schrider, Franz Baumdicker, Sara Mathieson
This study investigates how convolutional neural networks in population genetics implicitly compute summary statistics and reveals their ability to efficiently approximate long-range linkage disequilibrium.
Molecular Biology and Evolution · Oct 1, 2026Peer-reviewedGenomics