Joint Mathematics Meetings AMS Special Session
Current as of Thursday, April 21, 2022 04:01:57
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Virtual Joint Mathematics Meetings (formerly in Seattle, WA)
- now meeting virtually, PT (hosted by the American Mathematical Society), Seattle, WA
- April 6-9, 2022 (Wednesday - Saturday)
- Meeting #1174
Associate Secretary for the AMS Scientific Program:
Georgia Benkart, University of Wisconsin-Madison benkart@math.wisc.edu
AMS Special Session on Geometry in the Mathematics of Data Science
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Wednesday April 6, 2022, 8:00 a.m.-12:00 p.m.
AMS Special Session on Geometry in the Mathematics of Data Science
Organizers:
Henry Kvinge, Pacific Northwest National Laboratory
Tim Doster, Pacific Northwest National Lab
Tegan Emerson, Pacifc Northwest National Lab
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8:00 a.m.
Fractal Analysis of the Urbanization Development in Boston: 2000-2020
Junze Yin*, Boston University
(1174-37-8375) -
8:30 a.m.
Topological and Geometric Methods in the Study of the Snow Surface Roughness
Steven Fassnacht, Colorado State University
Rachel Neville*, Northern Arizona University
Patrick Shipman, Colorado State University
(1174-55-9918) -
9:00 a.m.
Framework for testing applicability of Takens' theorem using persistent homology
Tegan Emerson, Pacific Northwest National Laboratory
Emilie Purvine*, Pacific Northwest National Laboratory
Sarah Tymochko, Michigan State University
(1174-37-9228) -
9:30 a.m.
I Spy in the Sky: a Stable Topological Approach for Aerial Tracking Data
Tim Doster, Pacific Northwest National Lab
Tegan Emerson, Pacific Northwest National Laboratory
Colin Olson, U.S. Naval Research Laboratory
Alexander Soloway, Pacific Northwest National Laboratory
Sarah Tymochko*, Michigan State University
(1174-62-8212) -
10:00 a.m.
Break -
10:30 a.m.
A Grassmannian Walk Through a Dataset: Improving Data Visualization with Geometry
Henry Kvinge, Pacific Northwest National Laboratory
Jordan Weaver*, University of Washington
(1174-53-9422) -
11:00 a.m.
Diffusion and Volume Maximization-Based Clustering of Highly Mixed Hyperspectral Images
James M. Murphy, Tufts University
Sam Polk*, Tufts Univeristy
(1174-68-8685) -
11:30 a.m.
Clustering of radiological data via Fourier scattering
Wojciech Czaja, University of Maryland
Ilya Kavalerov, Google
Weilin Li*, Courant Institute
(1174-68-8982)
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8:00 a.m.
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Wednesday April 6, 2022, 1:00 p.m.-6:00 p.m.
AMS Special Session on Geometry in the Mathematics of Data Science, II
Organizers:
Henry Kvinge, Pacific Northwest National Laboratory
Tim Doster, Pacific Northwest National Lab
Tegan Emerson, Pacifc Northwest National Lab
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1:00 p.m.
The Last 150 Years of Geometric Data Analysis
Michael J Kirby*, Colorado State University
(1174-51-11155) -
2:00 p.m.
Local and Global Topological Complexity Measures of ReLU neural network functions
Julia Elisenda Grigsby*, Boston College
Kathryn Anne Lindsey, Boston College
Marissa Masden, University of Oregon
(1174-57-11023) -
2:30 p.m.
Using the linear geometry of ReLU neural networks to detect out-of-distribution inputs
Grayson Jorgenson*, Pacific Northwest National Laboratory
Henry Kvinge, Pacific Northwest National Laboratory
(1174-51-9480) -
3:00 p.m.
Stochastic Geometry for Machine Learning
Elizabeth O'Reilly*, Caltech
(1174-60-10958) -
3:30 p.m.
Fiber Bundles and Local Trivializations as a Framework for Modeling Many-to-one Processes In Machine Learning
Nicolas Courts*, University of Washington
Henry Kvinge, Pacific Northwest National Laboratory
(1174-53-9263) -
4:00 p.m.
Linearizing data science problems using transport and other Lagrangian embeddings
Gustavo Rohde*, University of Virginia
(1174-44-10148) -
4:30 p.m.
Word2Sphere: Toward geometrically interpretable language models
Julien Chaput*, UTEP/PNNL
(1174-54-11207) -
5:00 p.m.
Multidimensional Scaling on Metric Measure Spaces
Henry Adams, Colorado State University
Mark Blumstein, Colorado State University
Lara Kassab*, Colorado State University
(1174-47-6041) -
5:30 p.m.
DNA: Dynamic Network Augmentation
Scott Mahan*, University of California, San Diego
(1174-20-10415)
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1:00 p.m.
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