Program : Master of Technology (M.Tech)
Advisor : Dr. Balaraman Ravindran
Areas of Interest : Machine Learning, Data Mining, Social Network Analysis
Research Topic : Multi-View Multi-Relational Learning using Hypergraphs With increase in amount of available data and our capability to process them, we have multiple sources of data describing the same objects. Multiple entities might be related to each other. One way of representing these information in a common format is to model them as hypergraphs and graphs. My work involves multi-view multi-relational learning using graphs and hypergraphs.
Courses Completed: Machine Learning, Data Mining, Social Network Analysis, Kernel Methods for Pattern Analysis, Probabilistic Reasoning in AI, Reinforcement Learning (current)
Papers: Raghavan, A. N., Ananthapadmanaban, H., Sivamurugan, M. S., & Ravindran, B. (2010, May). Accurate mobile robot localization in indoor environments using bluetooth. In Robotics and Automation (ICRA), 2010 IEEE International Conference on (pp. 4391-4396). IEEE. (Work done as an intern in RISE Lab)