Akanksha Singh

I am a Ph.D student in the Data Science and Engineering Department at Indian Institute of Science Education and Research - Bhopal (IISER-B) where currently I am working in the Visdom lab under the supervision of Dr. Vinod Kr Kurmi.I completed my postgraduate studies in Statistical Computing from Jawaharlal Nehru University, New Delhi where I was advised by Prof. V.B.Singh.

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Research

Broadly, I am interested in improving the efficacy and applicability of Unlearning Algorithms in Deep Learning models. To this end, I have been recently working on retrain-free approaches for increasing the upper bound of unlearning without necessitating any level of retraining. I am also interested in several ideas related to few-shot, and zero-shot unlearning in the image domain.