Product Manifold Representations for Learning on Biological Pathways

Daniel McNeela, Frederic Sala, Anthony Gitter

Machine learning models that embed graphs in non-Euclidean spaces have shown substantial benefits in a variety of contexts, but their application has not been studied extensively i…