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