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Data Science Seminar
Data Science Seminar
September 05, 2017 - June 05, 2018
Content
Overview
Organizers:
Schedule
Tuesday, September 19, 2017
Video
1:25 pm
-
2:25 pm
Quadratic Assignment on Different Data Models
Soledad Villar
(New York University)
Lind 305
Tuesday, September 26, 2017
Video
1:25 pm
-
2:25 pm
Lipschitz bounds for general convolutional neural networks
Dongmian Zou
(University of Minnesota, Twin Cities)
Lind 305
Tuesday, October 03, 2017
Video
1:25 pm
-
2:25 pm
Deep Compressed Sensing
Paul Hand
(Rice University)
Lind 305
Tuesday, October 10, 2017
Video
1:25 pm
-
2:25 pm
Community Structure in Stochastic Networks
Chao Gao
(University of Chicago)
Lind 305
Tuesday, October 24, 2017
Video
1:25 pm
-
2:25 pm
Optimal Control of Nonholonomic Mechanical Systems
Stuart Rogers (University of Minnesota, Twin Cities)
Lind 305
Tuesday, October 31, 2017
Video
1:25 pm
-
2:25 pm
Multireference Alignment without Alignment
Nicolas Boumal
(Princeton University)
Lind 305
Tuesday, November 21, 2017
Video
1:25 pm
Application of Fluid Dynamics to the Cardiovascular Surgery: Mathematical Science for the Profound Insight into Cardiovascular Disease and for the Surgical Planning
Keiichi Itatani
(Kyoto Prefectural University of Medicine)
Lind 305
Tuesday, November 28, 2017
Video
1:25 pm
-
2:25 pm
Online Change-point Detection in High Dimensional Gaussian Graphical Models
Hossein Keshavarz
(University of Minnesota, Twin Cities)
Lind 409
Friday, December 08, 2017
Video
11:15 am
-
12:15 pm
Optimal Prediction in the Linearly Transformed Spiked Model
William Leeb
(Princeton University)
Lind 305
Tuesday, December 12, 2017
Video
1:25 pm
-
2:25 pm
New Progress on Stochastic Variance-Reduced Methods in Machine Learning: Adaptive Restart and Distributed Optimization
Qihang Lin
(The University of Iowa)
Lind 305
Tuesday, January 16, 2018
Video
1:25 pm
-
2:25 pm
Distributed and Learning Based Methods for Optimizing Non-convex Problems
Mingyi Hong
(University of Minnesota, Twin Cities)
Lind 409
Tuesday, January 30, 2018
Video
1:25 pm
-
2:25 pm
Implicit Regularization in Nonconvex Statistical Estimation
Yuxin Chen
(Princeton University)
Lind 305
Tuesday, February 06, 2018
Video
1:25 pm
-
2:25 pm
Bandwidth selection for kernel density estimators of multivariate level sets and highest density regions
Charles Doss (University of Minnesota, Twin Cities)
Lind 305
Tuesday, February 20, 2018
Video
1:25 pm
-
2:25 pm
Mixed 0-1 linear programs with uncertain objectives: A data-driven approach
Guanglin Xu
(University of Minnesota, Twin Cities)
Lind 305
Tuesday, March 20, 2018
Video
1:25 pm
-
2:25 pm
Accelerated Gradient PDE's: The active contour case
Anthony Yezzi
(Georgia Institute of Technology)
Lind 305
Tuesday, March 27, 2018
Video
1:25 pm
-
2:25 pm
Primal-Dual Optimization Algorithms Over Riemannian Manifolds: An Iteration Complexity Analysise
Junyu Zhang
(University of Minnesota, Twin Cities)
MCB 2-120
Tuesday, April 10, 2018
Video
1:25 pm
-
2:25 pm
Human Activity Computing from Inside-out and Outside-in Visual Data
Hyun Soo Park
(University of Minnesota, Twin Cities)
Lind 305
Tuesday, April 17, 2018
Video
1:25 pm
-
2:25 pm
Population Genomics of Host-microbiome Interactions
Ran Blekhman
(University of Minnesota, Twin Cities)
Lind 305
Monday, April 23, 2018
Video
3:35 pm
-
4:35 pm
Applied Random Matrix Theory
Joel Tropp
(California Institute of Technology)
Keller 3-180
Tuesday, April 24, 2018
Video
1:25 pm
-
2:25 pm
Sketchy decisions: Low-rank convex matrix optimization with optimal storage
Joel Tropp
(California Institute of Technology)
Lind 305
Thursday, April 26, 2018
Video
3:30 pm
-
4:30 pm
Phase transitions and conic geometry
Joel Tropp
(California Institute of Technology)
Vincent 16
Tuesday, May 01, 2018
Video
1:25 pm
-
2:25 pm
Application of artificial intelligence to the standard 12 lead ECG to identify people with left ventricular dysfunction
Zachi Attia
Lind 305
Tuesday, May 08, 2018
Video
1:25 pm
-
2:25 pm
Objective Functionals of Machine Learning on Graphs and their Continuum Limits
Dejan Slepcev
(Carnegie Mellon University)
Lind 409
Tuesday, June 05, 2018
Video
1:25 pm
-
2:25 pm
Mathematical Modeling of Urban Air Quality: A Case Study for Medellin, Colombia
Olga Lucia Quintero Montoya
(Universidad EAFIT)
Lind 409
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