SOCR News JMM DS Session 2021
Contents
SOCR News & Events: 2021 JMM/AMS Special Session on Foundations of Data Science: Mathematical Representation, Computational Modeling, and Statistical Inference
Overview
The volume, heterogeneity, and velocity of digital information is increasing exponentially and faster than our ability to manage, interpret and analyze it. Novel mathematical algorithms, reliable statistical techniques, and powerful computational tools are necessary to cope with the enormous proliferation of data in all aspects of human experiences. There are a number of mathematical strategies to represent, model, analyze, interpret and visualize complex, voluminous, and high-dimensional data. The talks in this session will present advanced and alternative mathematical strategies to handle difficult data science challenges using differential equations, topological embeddings, tensor-based, analytical, numerical optimization, algebraic, multiresolution, variational, probabilistic, statistical, and artificial intelligence methods. Biomedical, environmental, and imaging examples will demonstrate the applications of such mathematical techniques to longitudinal, complex-valued, complex-time indexed, and incongruent observations.
Organizer
Session Logistics
- Date/Time: Saturday, January 9, 2021, 8:00 AM - 12:00 PM
- Venue: Walter E. Washington Convention Center, Washington, DC, 801 Mt. Vernon Place NW, Washington, DC.
- Room: TBD
- Conference: 2021 Joint Mathematics Meetings Meeting
- Session Format: 4-hour session, 8 20+5+5 minute talks
- Equipment: Computer projector and screen with HDMI connection only (no VGA!). No computer/laptop, blackboard or whiteboard in session room
- AMS Special Session Manual: AMS/JMM Session Manual
- Paper Abstract Submission - choose session SS 9A (due date: Sept 01, 2020)
Speakers
- To be announced in September 2020
Resources
- Slides/papers: TBD
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