Year:    2019

CAM-Net Digest, Vol. 16 (2019), Iss. 18 : p. 5

Abstract

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.

Plenary speakers:
Andrea L. Bertozzi, University of California, Los Angeles, U.S.
Jennifer Chayes, Microsoft, U.S.
David Donoho, Stanford University, U.S.
Cynthia Dwork, Harvard University, U.S.
Michael Jordan, University of California, Berkeley, U.S.
Yann LeCun, Facebook, U.S.
Yurii Nesterov, CORE/INMA, Catholic University of Louvain (UCL), Belgium

Topics of interest include but are not limited to
Statistical inference
Machine learning
Optimization and control
Signal processing and information theory
Image processing and computer vision
Privacy, fairness, bias, and ethics
Numerical algorithms
Theoretical computer science
Network science
Applied probability and random matrix theory
Functional analysis, convex geometry, and approximation theory
Education in data science
Applications of data science in astrophysics, chemistry, earth science, materials science, biology,
neuroscience, economics, engineering, banking, finance, security, and social sciences


MDS 2020 Co-Chairs:
Gitta Kutyniok, Technische Universit?t Berlin, Germany
Ali Pinar, Sandia National Laboratories, U.S.
Joel A. Tropp, California Institute of Technology, U.S.


MDS 2020 Organizing Committee:
Barbara Engelhardt, Princeton University, U.S.
Mark Girolami, Cambridge University, U.K.
Ashish Goel, Stanford University, U.S.
Mason Porter, University of California, Los Angeles, U.S.
Bernhard Scholkopf, Max Planck Institute, Tübingen, Germany
Carola Schonlieb, Cambridge University, U.K.
Sara van de Geer, Eidgenossische Technische Hochschule, Zürich, C.H.
René Vidal, Johns Hopkins University, U.S.
Karen Willcox, University of Texas, Austin, U.S.
Steven Wright, University of Wisconsin, Madison, U.S.
Tong Zhang, Hong Kong University of Science and Technology, P.R.C.