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Department of Applied Mathematics and Theoretical Physics

Summary

I am doing a PhD in the Department of Applied Mathematics and Theoretical Physics (DAMTP) as part of Machine Learning and AI for Medicine group led by Prof. Mihaela van der Schaar. To date, I have published four papers in top-tier ML conferences (NeurIps, ICML [long oral], ICLR and AISTATS).

Research areas: Large Language Models (LLMs), Transformer Architectures, Reinforcement Learning (model-free and model-based), Generative Models, Control, Time Series Forecasting, Symbolic Regression (discovery), Continuous-time models (ODEs, Laplace transforms), and applications to healthcare and scientific discovery.

 

Background

  • 2021 -  Now : PhD in Machine Learning at DAMTP
  • 2013 - 2017 : MEng in Engineering Science (High 1st class)

 

Selected publications

Research Group

Machine Learning and Artificial Intelligence

Room

G0.07

Telephone

01223 760397

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