A New Backpropagation Algorithm without Gradient Descent. - Varun Ranganathan; S. Natarajan 001 (CoRR, 2018)

SDE-KG: A Stochastic Dynamic Environment for Knowledge Graphs. - Varun Ranganathan; Natarajan Subramanyam (PKDD/ECML Workshops (1), 2019)

GrCluster: a score function to model hierarchy in knowledge graph embeddings. - Varun Ranganathan; Siddharth Suresh; Yash Mathur; Natarajan Subramanyam; Denilson Barbosa 001 (SAC, 2020)

ZORB: A Derivative-Free Backpropagation Algorithm for Neural Networks. - Varun Ranganathan; Alex Lewandowski (CoRR, 2020)

HOPLoP: multi-hop link prediction over knowledge graph embeddings. - Varun Ranganathan; Denilson Barbosa 001 (World Wide Web, 2022)