Systems Biology and Health Care
In the domain of systems biology, the centre functions closely with the Initiative for Biological Systems Engineering (IBSE). We work primarily on cancer genomics and biological network analytics. We also undertake …
Network
Network Representation Learning
Learning deep representations from raw input data has revolutionised the field of Machine Learning in the past few years. While deep representation learning has been extremely successful in computer vision and natural …
Domain Agnostic Methods for Integration of Prior Knowledge in Learning Algorithms
While data analysis tools are used across various problem areas, the question of importance of domain knowledge in improving the performance of these algorithms has not been addressed sufficiently. In this project, we …