University of Edinburgh (UoE)
University of Edinburgh, Buccleuch Place, Newington, Edinburgh, UK
The Opportunity:
We are seeking candidates with a track record of high-quality research in mathematical and statistical aspects of machine learning (ML) and its applications. We welcome applicants with expertise in any of a broad range of topics including: mathematical foundations of ML, interface of optimization and ML, Bayesian neural networks, inference and inverse problems, integration of ML with other forms of mathematical modelling and algorithms, and applications of ML to science, engineering, health and social sciences. As well as carrying out high-quality research, the successful candidates will contribute to the teaching of undergraduate and postgraduate courses, and to the development of the MAC-MIGS Centre for Doctoral Training and of our successful MSc programmes in Statistics, Operational Research and Computational Applied Mathematics. The role will also include the supervision of student projects, involvement in assessment of students, helping to develop...