Karthik Venkat Ramanan

Post Baccalaureate Fellow

Representation Learning Knowledge Graphs Complex Networks Transfer Learning

My broad area of research is representation learning for heterogeneous networks. I’m currently working on knowledge graphs and knowledge graph embeddings. I’m also interested in reinforcement learning and transfer learning for deep networks. I graduated from NIT Trichy with a B.Tech in CSE in 2019.

publications

A Joint Training Framework for Open-World Knowledge Graph Embeddings

Karthik Venkat Ramanan , Beethika Tripathi , Mitesh M. Khapra and more

To appear in the proceedings of the Automated Knowledge Base Construction Conference (AKBC 2021)