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Hi. I'm S. Durga.

I am a PhD Student in the Department of Computer Science and Engineering at IIT Bombay, under the guidance of Prof. Ganesh Ramakrishnan and Prof. Rishabh Iyer

My research focuses on identifying techniques to achieve machine learning in resource-constrained settings. Large data requirements by the state of the art techniques pose challenges such as increased training complexity and cost, difficulty in hyper-parameters tuning etc. Further, supervised tasks require these datasets to be labelled, while often the available data is not and labelling them is either not feasible or too expensive.