[Job-offers-cs] Research Associate in Mathematical Foundations of Machine Learning in Cambridge
Pekka Orponen
pekka.orponen at aalto.fi
Sat Mar 8 12:49:37 EET 2025
We invite applications for a Research Assistant / Research Associate
position at the University of Cambridge to join the Prob AI Hub. The
vision of the Prob AI hub is to develop a world-leading, diverse and
UK-wide research programme in foundational aspects of AI. The hub will
develop the next generation of mathematically rigorous, scalable and
uncertainty-aware AI algorithms. This will be achieved by bringing
together world-leading researchers across Applied Mathematics, Computer
Science, Probability and Statistics, who engage with a range of
non-academic partners; transforming the people pipeline; and producing a
culture change within the mathematical sciences more broadly, so that
cross-disciplinary mathematics research in AI is the norm.
The Research Assistant / Associate will join the Cambridge Image
Analysis group at the Department of Applied Mathematics and Theoretical
Physics, working with Prof. Carola-Bibiane Schönlieb. We are
particularly interested in the following areas: mathematical imaging,
inverse problems, mathematical foundations of deep learning,
physics-informed learning, structure-preserving deep learning, and have
interdisciplinary collaborations with clinicians, biologists and
physicists on biomedical imaging topics, chemical engineers and plant
scientists on image sensing, as well as collaborations with artists and
art conservators on digital art restoration. For more information about
the local research group, please see here:
www.damtp.cam.ac.uk/research/cia/...
<http://www.damtp.cam.ac.uk/research/cia/cambridge-image-analysis>
The tenure of this position is 3 years and the application deadline is
the 31st of March. More information can be found at
www.jobs.cam.ac.uk/job/50377 <https://www.jobs.cam.ac.uk/job/50377/>
For informal inquiries please contact Carola Schönlieb cbs31 at cam.ac.uk
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Carola Schoenlieb
DAMTP, University of Cambridge
Cambridge
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