AMS Sectional Meeting AMS Special Session
Current as of Saturday, March 28, 2020 03:30:05
Spring Eastern Sectional Meeting
- Tufts University, Medford, MA
- March 21-22, 2020 (Saturday - Sunday)
- Meeting #1156
Steven H Weintraub, AMS shw2@lehigh.edu
Special Session on Mathematics of Data Science
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Saturday March 21, 2020, 8:00 a.m.-10:50 a.m.
Special Session on Mathematics of Data Science, I
Room 224, Miner Hall
Organizers:
Vasileios Maroulas, University of Tennessee Knoxville
James M. Murphy, Tufts University jm.murphy@tufts.edu
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8:00 a.m.
Big Data is Low Rank.
Madeleine Udell*, Cornell University
Alex Townsend, Cornell University
(1156-15-71) -
9:00 a.m.
\newline Matrix Completion in a General Non-orthogonal Basis.
Abiy Tasissa*, Department of Mathematics, Tufts University
Rongjie Lai, Department of Mathematical Sciences, Rensselaer Polytechnic Institute
(1156-62-69) -
9:30 a.m.
Generative Neural Networks as Priors for Compressive Sensing and Phase Retrieval.
Paul Hand*, Northeastern University
(1156-94-320) -
10:00 a.m.
Graph Representations of Non-Stationary Matérn Gaussian Fields.
Daniel Sanz-Alonso*, University of Chicago
Ruiyi Yang, University of Chicago
(1156-62-322) -
10:30 a.m.
Super-resolution, subspace methods, and non-harmonic Fourier matrices.
Weilin Li*, Courant Institute
Wenjing Liao, Georgia Institute of Technology
Albert Fannjiang, University of California, Davis
(1156-94-275)
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8:00 a.m.
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Saturday March 21, 2020, 3:00 p.m.-5:50 p.m.
Special Session on Mathematics of Data Science, II
Room 224, Miner Hall
Organizers:
Vasileios Maroulas, University of Tennessee Knoxville
James M. Murphy, Tufts University jm.murphy@tufts.edu
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3:00 p.m.
Descriptors of Energy Landscapes using Topological Analysis (DELTA).
Henry Adams*, Colorado State University
Aurora Clark, Washington State University
Hung Le, Washington State University
(1156-54-110) -
4:00 p.m.
Bayesian Computation via Importance Sampling for Persistent Homology.
Farzana Nasrin*, University of Tennessee Knoxville
Vasileios Maroulas, University of Tennessee Knoxville
(1156-62-147) -
4:30 p.m.
Unified Topological and Geometric Characterization of Genomic Networks Underlying Complex Traits in Genome-wide Association Studies.
Emily T Winn*, Brown University
Lorin Crawford, Brown University
(1156-62-6) -
5:00 p.m.
The Topology of Redistricting.
Moon Duchin, Tufts University
Tom Needham, Florida State University
Thomas Weighill*, Tufts University
(1156-68-44) -
5:30 p.m.
A Bayesian Framework for Persistent Homology.
Vasileios Maroulas*, University of Tennessee, Knoxville
Farzana Nasrin, University of Tennessee, Knoxville
Chistopher Oballe, University of Tennessee, Knoxville
(1156-62-134)
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3:00 p.m.
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Sunday March 22, 2020, 8:30 a.m.-10:50 a.m.
Special Session on Mathematics of Data Science, III
Room 224, Miner Hall
Organizers:
Vasileios Maroulas, University of Tennessee Knoxville
James M. Murphy, Tufts University jm.murphy@tufts.edu
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8:30 a.m.
Understanding the Representation Power of Graph Neural Networks in Learning Graph Topology.
Rose Yu*, Northeastern University
(1156-68-67) -
9:30 a.m.
Scattering Transform on Graphs.
Dongmian Zou*, University of Minnesota
Gilad Lerman, University of Minnesota
(1156-42-84) -
10:00 a.m.
Finding the Way with Graph Matching.
Daniel L Sussman*, Boston University
(1156-62-377) -
10:30 a.m.
Scattering Neural Networks on Graphs and Manifolds.
Michael Perlmutter*, Michigan State University
Feng Gao, Yale University
Guy Wolf, University of Montreal
Matthew Hirn, Michigan State University
(1156-42-133)
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8:30 a.m.
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Sunday March 22, 2020, 2:00 p.m.-4:50 p.m.
Special Session on Mathematics of Data Science, IV
Room 224, Miner Hall
Organizers:
Vasileios Maroulas, University of Tennessee Knoxville
James M. Murphy, Tufts University jm.murphy@tufts.edu
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2:00 p.m.
Graph Signal Processing Approach to Data Exploration.
Guy Wolf*, Université de Montréal
(1156-00-313) -
3:00 p.m.
Power weighted shortest path distances and their applications to data science.
Daniel McKenzie*, UCLA
Anna Little, Michigan State University
James Murphy, Tufts University
(1156-51-113) -
3:30 p.m.
Co-Manifold Learning on Tensors.
Jay S Stanley, Yale University
Gal Mishne*, UC San Diego
Eric C Chi, NC State University
Ronald R Coifman, Yale University
(1156-62-90) -
4:00 p.m.
Fast Graph-based Algorithms for Analyzing Protein-Protein Interaction Networks.
Lenore Cowen, Tufts University
Xiaozhe Hu, Tufts University
Junyuan Lin*, Loyola Marymount University
Yue Shen, Florida State University
Kaiyi Wu, Tufts University
(1156-92-401) -
4:30 p.m.
Data-driven diffusions, multiscale geometry, and computational biology.
James M. Murphy*, Tufts University
(1156-60-139)
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2:00 p.m.
Inquiries: meet@ams.org