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Personal profile

Research interests

Vinay research interests include Deep Learning, Distributed Machine Learning (also referred to as Federated Learning), and Geometric Deep Learning, and their application in healthcare and industrial internet-of-things.  Currently, he is working on the following topics:

  • Personalized Federated Learning
  • Security and Privacy in Federated Learning
  • Self Supervised Learning
  • Continual Learning
  • Meta Learning 
  • Medical Image Segmentation 
  • Graph Neural Networks 
  • Machine Unlearning

Education/Academic qualification

Doctor of Philosophy (Ph.D.), Indian Institute of Technology Kharagpur

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