Numerical Analysis and Approximation Theory meets Data Science

Videos from BIRS Workshop 18w5172

, University of South Carolina
- 10:03
Data and Models
Watch video | Download video: 201804230905-Dahmen.mp4 (177M)
, Simon Fraser University
- 11:58
Sparse High-dimensional Approximation from Highly Noisy Data
Watch video | Download video: 201804231118-Brugiapaglia.mp4 (105M)
, The University of British Columbia
- 14:32
Neural Networks Motivated by Partial Differential Equations
Watch video | Download video: 201804231331-Haber.mp4 (205M)
, University of Texas at Dallas
- 15:47
Nonconvex Approaches in Data Science
Watch video | Download video: 201804231501-Lou.mp4 (165M)
, Oak Ridge National Laboratory
- 16:33
Unified Null Space Conditions for Sparse Approximations via Nonconvex Minimizations
Watch video | Download video: 201804231547-Tran.mp4 (126M)
, University of Cambridge
- 11:09
On Dual Certificates for the Compressive Off-the-Grid Recovery Problem
Watch video | Download video: 201804241029-Poon.mp4 (110M)
, Carnegie Mellon University
- 11:59
Asymptotics of Objective Functionals in Semi-Supervised Learning
Watch video | Download video: 201804241114-Slepcev.mp4 (128M)
, Universitaet Bonn
- 14:39
Manifold Learning by Sparse Grid Methods
Watch video | Download video: 201804241333-Griebel.mp4 (261M)
, KU Leuven
- 15:45
The Multivariate Decomposition Method
Watch video | Download video: 201804241459-Nuyens.mp4 (152M)
, Sorbonne Universités
- 16:38
Greedy Approximation Selection with Data Assimilation
Watch video | Download video: 201804241548-Nichols.mp4 (162M)
, University of Cambridge
- 10:12
Learning Regularisers for Imaging Inverse Problems: From Quotient Minimisation to Adversarial Neural Networks
Watch video | Download video: 201804250902-Schonlieb.mp4 (180M)
, Michigan State University
- 11:15
Topological Dimensionality Reduction
Watch video | Download video: 201804261032-Perea.mp4 (162M)
, Department of Applied Mathematics
- 12:03
Sparse Recovery Guarantees for Dependent Data
Watch video | Download video: 201804261118-Tran.mp4 (144M)
, California Institute of Technology
- 14:30
A Game Theoretic Approach to Numerical Approximation and Algorithm Design
Watch video | Download video: 201804261333-Owhadi.mp4 (167M)
, Oak Ridge National Laboratory
- 16:19
Joint Sparse Recovery Through Manifold Optimization
Watch video | Download video: 201804261541-Petrosyan.mp4 (128M)