Joint Mathematics Meetings AMS Special Session

Current as of Thursday, April 21, 2022 04:01:57

• Program
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• Deadlines
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• Timetable
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• Inquiries: meet@ams.org

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

• 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
  

  • 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)
• 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
  

  • 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)