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 Statistics and Machine Learning Using Topology and Geometry

• Friday April 8, 2022, 8:00 a.m.-12:00 p.m.
  AMS Special Session on Statistics and Machine Learning Using Topology and Geometry
  Organizers:
  Farzana Nasrin, University of Hawaii at Manoa
  Austin Lawson, University of Tennessee Knoxville
  Vasileios Maroulas, University of Tennessee Knoxville
  Christopher Oballe, University of Notre Dame
  Moderators:
  Christopher Oballe, University of Notre Dame
  

  • 8:00 a.m.
    Topological Methods for Deep Learning
    Gunnar Erik Carlsson*, Stanford University
    (1174-68-9170)
  • 8:30 a.m.
    Persitent homology detects curvature
    Michael Hull*, University of North Carolina at Greensboro
    (1174-55-7821)
  • 9:00 a.m.
    Cellular Sheaves of Lattices and the Tarski Laplacian
    Robert W Ghrist, University of Pennsylvania
    Hans Matthew Riess*, University of Pennsylvania
    (1174-55-9254)
  • 9:30 a.m.
    Geometric averages of redistricting plans and clustered datasets
    Thomas Needham, Florida State University
    Thomas Weighill*, UNC Greensboro
    (1174-62-7305)
  • 10:00 a.m.
    Algebraic Machine Learning and Applications
    Ezzedine El Sai, University of Colorado
    Parker Gara, University of Colorado
    Markus J Pflaum*, University of Colorado
    (1174-62-9391)
  • 10:30 a.m.
    DIPOLE: Dimensionality Reduction via Distributed Persistent Homology
    Paul Bendich, Duke University
    Yitzchak Elchanan Solomon*, Duke University
    Alexander Wagner, Duke University
    (1174-57-6246)
  • 11:00 a.m.
    Optimizing Embedding using Persistence
    Jasna Urbancic*, Queen Mary University of London
    (1174-55-8245)
  • 11:30 a.m.
    \text{Biomarker based predictive modeling of the host immune response to infection}
    Michael J Kirby*, Colorado State University
    (1174-68-11139)
• Friday April 8, 2022, 1:00 p.m.-6:00 p.m.
  AMS Special Session on Statistics and Machine Learning Using Topology and Geometry, II
  Organizers:
  Farzana Nasrin, University of Hawaii at Manoa
  Austin Lawson, University of Tennessee Knoxville
  Vasileios Maroulas, University of Tennessee Knoxville
  Christopher Oballe, University of Notre Dame
  Moderators:
  Vasileios Maroulas, University of Tennessee Knoxville
  

  • 1:00 p.m.
    Modeling shapes and fields
    Shayan Mukherjee*, Duke University
    (1174-62-9331)
  • 1:30 p.m.
    Measuring hidden phenotype: Quantifying barley morphology using the Euler Characteristic Transform
    Erik J Amezquita*, Michigan State University
    Daniel Chitwood, Department of Computational Mathematics, Science \& Engineering, Michigan State University
    Daniel Koenig, Department of Botany \& Plant Sciences, University of California, Riverside
    Jacob B Landis, BTI Computational Biology Center, Boyce Thompson Institute
    Elizabeth Munch, Michigan State University
    Tim Ophelders, TU Eindhoven
    Michelle Quigley, Michigan State University
    (1174-92-5746)
  • 2:00 p.m.
    The Topology of Traffic Congestion
    Richard B Sowers*, University of Illinois
    (1174-62-8737)
  • 2:30 p.m.
    Topology, graph, and differential geometry-assisted AI for drug design
    Duc Duy Nguyen*, University of Kentucky
    (1174-92-8426)
  • 3:00 p.m.
    ToFU: Topology Functional Units for Deep Learning
    Vasileios Maroulas, University of Tennessee Knoxville
    Christopher Oballe*, University of Notre Dame
    (1174-68-9603)
  • 3:30 p.m.
    Confidence Regions for Filamentary Structures
    Wanli Qiao*, George Mason University
    (1174-62-9799)
  • 4:00 p.m.
    Distances and Near Neighbors in Spaces of Persistence Diagrams
    Brittany Terese Fasy*, Montana State University
    (1174-55-9841)
  • 4:30 p.m.
    Fermat distances, percolation, and multimanifold clustering
    James M. Murphy*, Tufts University
    (1174-60-8077)
  • 5:00 p.m.
    Evolutionary de Rham-Hodge method
    Jiahui Chen*, Michigan State University
    (1174-55-6162)
  • 5:30 p.m.
    Geometry of Sets and its Random Covers
    Enrique G Alvarado*, University of California Davis
    Bala Krishnamoorthy, Washington State University
    Kevin Vixie, Washington State University
    (1174-60-9103)