Department of Mathematical Sciences
Dr Matthias Ehrhardt
Research interests:
Matthias is interested in both theory and applications of inverse problems and optimization. Modern inverse imaging problems, e.g. computed tomography (CT), require the solution of large-scale and non-smooth optimization problems. He studies randomized optimization algorithms with proven convergence guarantees which are efficient enough to handle such demanding problems. These algorithms are also very important in modern machine learning problems such as deep learning.
LINKS:
Matthias Ehrhardt on the University of Bath Research Portal
Andreas was instrumental in the development of SAMBa and was Co-Director from its inception until the end of 2022. He has left the University of Bath to take up the role of Chair of Probability at the University of Warwick.
