Hierarchical DisCo-SGD

New geometric approach to learning in neural networks and quantum circuits

Researchers have developed a novel approach to machine learning by framing deep neural networks and variational quantum circuits as gradient flows on product Wasserstein manifolds. This geometric perspective treats weig…