Hi! I am Ayman! Welcome to my webpage! Here is a bit of information about me if you’re curious :)
I am a second year PhD student in the Mathematic for Real-World Systems CDT at the University of Warwick, where I am supervise by Dr Rich Savage. Although, I am currently based in London at the Alan Turing Institute as an enrichment student. My main area of research is in Machine Learning and its applications in healthcare. I am work on developing methodolgies for transfer learning and multitask learning for Gaussian Process models (of the shallow and deep varieties!). I am also interested in probabilistic modelling in general and scaling its applications through Variational Inference.
- Gaussian Processes
- Multitask and Transfer Learning
- Bayesian Inference (mainly Variational Inference)
- Probabilistic Modelling
- Representation Learning