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Aditya

PhD Doctor of Philosophy candidate

Expertise
computer science (including web dev and machine learning), economics (esp. game theory and/or behavioral economics), philosophy
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Project ideas

Project ideas are meant to help inspire student thinking about their own project. Students are in the driver seat of their research and are free to use any or none of the ideas shared by their mentors.

Graph Theoretic Model of Procrastination

In this project we'll look at an existing model of procrastination in graph theory. Procrastination can be significantly expensive, so can we augment the model to help agents? For example, my M.S. thesis added competition to reduce the impact of procrastination. What other tools help combat procrastination, and how can we formally analyze their effectiveness? This project requires significant mathematical maturity (e.g., ability to write and read proofs, familiarity or ability to quickly learn discrete math, etc.).

Machine Learning for Handwriting Recognition

One of the earliest and most successful applications of machine learning is extracting text from images. For this project, we can investigate different machine learning models for handwriting recognition. We can start with the easier task of extracting digits, and then move to alphanumeric text.

Coding skills

Python, Java, C#, basic web dev, PyTorch (ML)