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
