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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

  • 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)

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