SOCR JMM 2023

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SOCR News & Events: 2023 JMM/AMS Special Session on Tensor Representation, Completion, Modeling and Analytics of Complex Data

Overview

The accelerated rate of increase of data volume and heterogeneity requires novel mathematical foundations for representation, modeling, analysis and interpretation of complex multisource information. This special session will explore the mathematical, physical, and computational aspects of tensors, as one promising direction for data compression, classification, model-based and model-free inference. By bringing together a broad range of experts, the session will provide a platform for open exchange of ideas, reports of recent developments, cross-fertilization of new techniques, translation of mathematical models into data analytic techniques, and the embedding of application-specific constraints into mathematical formulations.

The session talks will cover new mathematical, computational, and statistical approaches for tensor-based representation, modeling and inference with direct applications to high-dimensional and longitudinal data. Talks will cover coupled tensor-tensor completion strategies, complex time (kime) representation and tensor linear modeling of kimesurfaces, and current advances in tensor computing. Various data science, biomedical health, environmental, climate, and econometrics applications will be showcased.

Organizers

Session Logistics

Abstract Submission

The organizers of this special session on Tensor Representation, Completion, Modeling and Analytics of Complex Data invite abstract submission for at the upcoming Joint Mathematics Meetings in Boston, MA, January 4-7, 2023 (Wednesday-Saturday). This 3-part session will meet on Wed-Thu January 4-5, 2023. Submission of abstracts for invited talks [20+5+5]-minute are welcome until the deadline, September 13, 2022. The JMM 2023 homepage contains a wealth of information about the JMM 2023 conference and this special session. Here are some AMS policies concerning special sessions:

  • Please note the deadline of *September 13* for abstract submission. We strongly encourage you to submit your abstract at least a week before that deadline in order to avoid any last-minute problems. When the "Conclude Submission" button is clicked, an email will be sent to the Presenting Author's email and the Submitter's email confirming receipt of the submission. Please note your abstract is *NOT* submitted until you click the "Conclude Submission" button.
  • Your talk must be delivered in person, via a computer projection system. Please note that overhead projectors will not be provided for sessions. Also, the meeting rooms will not have blackboards or whiteboards.
  • The AMS does not pay any expenses of faculty attending special sessions. However, PhD students are encouraged to apply for travel funding from AMS. The AMS also has a program of child care grants for all JMM attendees (faculty, students, etc.). Note that these programs have their own deadlines and application procedures.
  • Everyone who attends the meeting is required to pay a registration fee.

Program

Session 1 (Wed 1/4/23, 8AM-12PM)

Time US ET timezone (GMT-5) Presenter/Affiliation Title Abstract ID
8:00AM
8:30AM
9:00AM
9:30AM
10:00AM
10:30 AM
11:00 AM
11:30 AM

Session 2 (Wed 1/4/23, 1PM-6PM)

Time US ET timezone (GMT-5) Presenter/Affiliation Title Abstract ID
1:00PM
1:30PM
2:00PM
2:30PM
3:00PM
3:30-4:00PM BREAK
4:00PM
4:30PM
5:00PM
5:30PM

Session 3 (Thu 1/5/23, 8AM-12PM)

Time US ET timezone (GMT-5) Presenter/Affiliation Title Abstract ID
8:00AM
8:30AM
9:00AM
9:30AM
10:00AM
10:30 AM
11:00 AM
11:30 AM

Speakers, Titles, and Abstracts

  • ...
... abstract...

Resources

Slides/papers ... coming up later ...






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