Anup Aprem

I am an Assistant Professor at the ECE Department in NIT Calicut. Prior to this, I was a postdoctoral researcher and Emirates-Oxford Data Science Fellow in the Machine learning group at the University of Oxford, during the period June 2018 - Mar 2020. I received my Ph.D. in Electrical and Computer Engineering in 2018 from the University of British Columbia, Vancouver, Canada. I hold an M.E. in Signal Processing from Indian Institute of Science Bangalore, and a B.Tech in Electronics and Communication Engineering from College of Engineering Trivandrum (University of Kerala).

Research Interests

Theory and Algorithms

  • Preference Learning & Revealed Preference
  • Bayesian Learning - Learning with uncertainty
  • Markov Decision Process - Structured Planning Algorithms
  • Reinforcement Learning
  • Deep Learning

    Applications

  • Cognitive Radar and Electronic warfare
  • Intelligent Transportation Systems
  • Generative AI in 6G
  • Quantitative Finance
  • Social media and Social networks