Comparison of Various Meta-Learning Paradigms in Few-Shot Preference Based Reinforcement Learning
Course Project: Machine Learning
Projects
Over the course of my undergraduate studies at IITB, I have taken up several projects including course projects and reading projects. Some of them are listed below.A First Coure in Optimization
Course Notes: A First Course In Optimization
Markov Chains and Queueing Systems
Course Notes: Markov Chains and Queueing Systems
A Gene Expression Programming Approach to Designing CNN Architectures
Course Project: Foundations of AI
Game Theory
An introductory exposition to game theory
Digital Signal Processing
Course Notes: Digital Signal Processing and its Applications
Detecting Depression Through Tweets
Course Project: Programming for Data Science
Some Applications of Coding Theory in Cryptography
Course Project: Error Correcting Codes
Abstract Algebra
An introductory exposition to group theory and field theory