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3 PhD and 3 PostDoc positions in Geometry, Probability & Deep Learning at NTU Singapore

Expressions of interest are invited for 3 doctoral and 3 postdoctoral
positions in Geometry, Probability, and Deep Learning at the
Department of Mathematics, Nanyang Technological University (NTU)
Singapore. The ideal candidates will have an excellent research
background in at least one of these fields, including particularly in
infinite-dimensional Riemannian or metric geometry,
infinite-dimensional probability or stochastic analysis, statistical
learning theory, coding theory, inverse problems, or harmonic
analysis.

The positions are part of the project "Geometry, Probability, and Deep
Learning" funded by Singapore's National Research Foundation. The goal
of this project is to use geometric and probabilistic methods for
analyzing the effectiveness of deep learning, to use deep learning
methods for improving algorithms in probability and geometry, to
advance the mathematical foundations of these methods, and to develop
applications in e.g. mathematical finance or biomedical shape
analysis. The postdoctoral positions are for 2 years with optional
prolongation to 3 years, and the doctoral positions for 2-5 years. All
positions come with an attractive salary package. The expected
starting date is mid 2022.

If you are interested, please send your CV, list of publications, and
research statement (1-2 pages) in a single PDF to Philipp Harms
<contact@philippharms.com> as soon as possible. The search will
continue until the positions are filled.

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