Kapil Jayesh Pathak

Orthogonal Multi-Manifold Enriching of Directed Networks

Directed Acyclic Graphs and trees are widely prevalent in several real-world applications. These hierarchical structures show intriguing properties such as scale-free and bipartite nature, with fine-grained temporal irregularities among nodes. Building on advances in geometrical deep learning, we ex…