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 Statistics and Machine Learning Using Topology and Geometry
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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
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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)
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8:00 a.m.
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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
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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)
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1:00 p.m.
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