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The focus of the school will be the theory, implementation, and application of deep learning based on neural nets with many layers. Students will learn the mathematical underpinnings of deep learning using a combination of functional analysis and optimization theory. They will be introduced to applications that include computer vision, nonlinear programming, and forecasting, in addition to attending lectures by practitioners of deep learning in industry.
The focus of the school will be the theory, implementation, and application of deep learning based on neural nets with many layers. Students will learn the mathematical underpinnings of deep learning using a combination of functional analysis and optimization theory. They will be introduced to applications that include computer vision, nonlinear programming, and forecasting, in addition to attending lectures by practitioners of deep learning in industry.
Lecturers
Lecturers
Info:
Additional places have been made available and applications are open for participants from African institutions only.
APPLICATION DEADLINE:
20 February 2021
Learn more:
Contact us : siam2020@aims.ac.za
German Research Chair, of Mathematics in Data Science, AIMS South Africa
Associate Professor in Numerical Optimization, Mathematical Institute and Balliol College, University of Oxford
Bavarian AI Chair for Mathematical Foundations of Artificial Intelligence, LMU Munich, Germany
Department of Mathematics, Tufts University
Professor of the Mathematics of Information, Oxford University Liaison Director to the Alan Turing Institute, Mathematics Institute, University of Oxford
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