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Conference on the Mathematics of Complex Data

The Brummer & Partners MathDataLab at the Department of Mathematics at KTH Royal Institute of Technology in Stockholm is organizing an international conference on the Mathematics for Complex Data . The aim of the conference is to bring together leading experts in the field and highlight recent advances in mathematics related to data-analysis and artificial intelligence. The conference is intended to cover a broad range of topics with emphasis on data analysis, including algebra and topology, probability and statistics, applied harmonic analysis, and optimization.

Time: Mon 2022-06-13 - Thu 2022-06-16

Location: E1

Language: Engelska


Henrik Hult

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The following is a snippet of topics covered in the conference.
Algebraic statistics
Applied harmonic analysis
Computational methods for complex data
Control and optimisation in machine learning
High-dimensional statistics
Mathematics of deep learning
Stochastic analysis in learning
Topological data analysis

Plenary speakers
Anna Gilbert (University of Michigan)
Kathryn Hess Bellwald (EPFL)
Mauro Maggioni (Johns Hopkins Universiy)
Eric Moulines (Ecole Polytechnique)
Bernd Sturmfels (Berkeley/MPI Leipzig)
Joel Tropp (Caltech)
Sara van de Geer (ETH, Zurich)

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