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Society for Industrial and Applied Mathematics is proud to introduce the First Conference on Mathematics of Data Science. This conference will provide a forum to present work that advances mathematical, statistical, and computational methods in the context of data and information sciences and aims to unite researchers who are building mathematical foundations for data science and making principled applications to science, engineering, technology, and society.
This meeting is co-located with the SIAM International Conference on Data Mining (SDM20), May 7-9, 2020.
This meeting is held in cooperation with GAMM. (Representative- Gitta Kutyniok, Technische Universität Berlin, Germany)
Topics of interest include but are not limited to:
- Foundational Algorithms
- Statistical Inference
- Optimization and Control
- Machine Learning
- Theoretical Computer Science
- Signal Processing and Information Theory
- Applied Probability
- Functional Analysis
- Network Science
- Approximation Theory
- Applications of data science in astrophysics, chemistry, earth science, materials science, biology, neuroscience, economics, engineering, banking, finance, security, privacy, and social sciences