Hi! I am Ayman! Welcome to my webpage! Here is a bit of information about me if you’re curious :)
I am a third year PhD student in the Mathematic for Real-World Systems CDT at the University of Warwick, where I am currently supervised by Theo Damoulas, and previously by Rich Savage. I have recently finished a placement at Prowler.io in Cambridge working with ST John and James Hensman. Prior, I was based in London at the Alan Turing Institute as an enrichment student. My main area of research is in Probabilistic Machine Learning. I 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 inference in probabilistic models in general, especially scalable methods such as Variational Inference.
- Gaussian Processes
- Multitask and Transfer Learning
- Bayesian Inference (mainly Variational Inference)
- Probabilistic Modelling
- Representation Learning