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About Me

I am a Postdoctoral researcher in GML, working with Prof. Pavan Turaga at Arizona State University. I defended my PhD in Oct, 2020 from IIIT-Delhi under the guidance of Dr. Saket Anand. My dissertation title is “Exploring Geometric Constraints for Learning Representations for Visual Data”. During my PhD, I also worked as a visiting research scholar with Prof. Pavan Turaga for 6 months in 2019 (Feb - Aug) as well as during the summer of 2017. I received my Master’s degree from IIIT-Delhi. I was awarded Best Thesis Award for my thesis titled “Signal Processing Techniques to Reduce Energy Consumption in EEG Acquisition and Transmission for WBAN” under the guidance of Dr. Angshul Majumdar.

My research interests lie in deep learning and machine learning approaches for visual and time series data, topological data analysis, differential geometry and geometry driven approaches for learning. From the applications point of view, I focus on AI for Science and AI for Social Good (specifically towards wildlife conservation and human health applications).

Contact Me

Reach me at ashukl20@asu.edu or ankitas@iiitd.ac.in

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Publications

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2013

arXiv Pre-prints