I am a 4th year Ph.D student in Computer Science, working with Prof. Pradeep Ravikumar. I am interested in Machine Learning and Optimization.
Publications
2014
- On the Information Theoretic Limits of Learning Ising Models (arXiv, software)
R. Tandon, K. Shanmugam, A. Dimakis, P. Ravikumar.
To appear in Neural Information Processing Systems (NIPS), December 2014. - Learning Graphs with a Few Hubs (pdf, software)
R. Tandon, P. Ravikumar.
In International Conference on Machine Learning (ICML), June 2014.
2013
- On the Difficulty of Learning Power Law Graphical Models (pdf, software)
R. Tandon, P. Ravikumar.
In IEEE International Symposium on Information Theory (ISIT), 2013.