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Data Science Seminar
Data Science Seminar
September 08, 2020 - May 25, 2021
Content
Overview
Organizers:
Schedule
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Tuesday, September 08, 2020
Video
1:25 pm
-
2:25 pm
Does Deep Learning Solve the Phase Retrieval Problem?
Ju Sun
(University of Minnesota, Twin Cities)
Tuesday, September 22, 2020
Video
1:25 pm
-
2:25 pm
Matrix Denoising with Weighted Loss
William Leeb
(University of Minnesota, Twin Cities)
Tuesday, September 29, 2020
Video
1:25 pm
-
2:25 pm
Multi-Perspective, Simultaneous Embedding and Theoretically Guaranteed Projected Power Method for the Multi-way Matching Problem
Vahan Huroyan
(University of Arizona)
Tuesday, October 06, 2020
Video
1:25 pm
-
2:25 pm
Large-Scale Semi-supervised Learning via Graph Structure Learning over High-dense Points
Li Wang
(University of Texas at Arlington)
Zoom
Tuesday, October 13, 2020
Video
1:25 pm
-
2:25 pm
Geometric Methods in Statistics, Optimization, and Sampling
Tyler Maunu
(Massachusetts Institute of Technology)
Zoom
Tuesday, October 20, 2020
Video
1:25 pm
-
2:25 pm
How COVID-19 has Changed the World and What the Future Holds
Michael Osterholm
(University of Minnesota, Twin Cities)
Zoom
Tuesday, October 27, 2020
Video
1:25 pm
-
2:25 pm
Clustering High-dimensional Data with Path Metrics: A Balance of Density and Geometry
Anna Little
(The University of Utah)
Zoom
Tuesday, November 03, 2020
Video
1:25 pm
-
2:25 pm
Machine Learning Methods for Solving High-dimensional Mean-field Game Systems
Levon Nurbekyan
(University of California, Los Angeles)
Tuesday, November 10, 2020
Video
1:25 pm
-
2:25 pm
Natural Graph Wavelet Packets
Naoki Saito
(University of California, Davis)
Zoom
Tuesday, November 17, 2020
Video
1:25 pm
-
2:25 pm
Fast Statistical and Geometric Distances Between Families of Distributions
Alexander Cloninger
(University of California, San Diego)
Zoom
Tuesday, November 24, 2020
Video
1:25 pm
-
2:25 pm
Multiway Tensor Analysis with Neuroscience Applications
Gal Mishne
(University of California, San Diego)
Tuesday, December 01, 2020
Video
1:25 pm
-
2:25 pm
Filter-decomposed Convolution in Deep Neural Networks: On Groups, Graphs, and Across Domains
Xiuyuan Cheng
(Duke University)
Zoom
Tuesday, December 08, 2020
Video
1:25 pm
-
2:25 pm
Understanding Convolutional Neural Networks Through Signal Processing
Matthew Hirn
(Michigan State University)
Zoom
Tuesday, December 15, 2020
Video
1:25 pm
-
2:25 pm
Estimation of Manifolds from Point Clouds: Building Models from Data
Barak Sober
(Duke University)
Tuesday, January 19, 2021
Video
1:25 pm
-
2:25 pm
Quantum Compiler for Classical Dynamical Systems
Dimitris Giannakis
(Courant Institute of Mathematical Sciences)
Zoom
Tuesday, January 26, 2021
Video
1:25 pm
-
2:25 pm
An Optimal Transport Perspective on Uncertainty Propagation
Amir Sagiv
(Columbia University)
Tuesday, February 02, 2021
Video
1:25 pm
-
2:25 pm
Regression of Functions on Low-dimensional Manifolds by Neural Networks
Wenjing Liao
(Georgia Institute of Technology)
Zoom
Tuesday, February 09, 2021
Video
1:25 pm
-
2:25 pm
Using Telco Data to Fight Epidemics
Kenth Monsen
(Telenor Research)
Zoom
Tuesday, February 23, 2021
Video
1:25 pm
-
2:25 pm
Lecture
Facundo Mémoli
(The Ohio State University)
Tuesday, March 02, 2021
Video
1:25 pm
-
2:25 pm
Lecture
Jianfeng Lu
(Duke University)
Zoom
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