Computational Harmonic Analysis and Data Science

Videos from BIRS Workshop 19w5061

, Yale University
- 11:45
On the Continuum Between Models, Data-Driven Discovery and Machine Learning: Mapping the Continuum of Molecular Conformations Using Cryo-Electron Microscopy
Watch video | Download video: 201910281109-Lederman.mp4 (52M)
, University of Houston
- 17:32
Ulam’s game and phase retrieval with random binary questions
Watch video | Download video: 201910281706-Bodmann.mp4 (61M)
, Ecole Polytechnique
- 09:59
Sparse Multiscale with Phase to model Deep Neural Networks
Watch video | Download video: 201910290902-Mallat.mp4 (126M)
, Claremont Graduate University
- 10:27
Dimension independent bounds for approximation of smooth functions on metric spaces
Watch video | Download video: 201910291007-Mhaskar.mp4 (41M)
, Technische Universität München
- 11:31
Robust and efficient identification of neural networks
Watch video | Download video: 201910291101-Fornasier.mp4 (63M)
, ETH Zurich
- 12:21
Fundamental limits of deep neural network learning
Watch video | Download video: 201910291133-Boelcskei.mp4 (104M)
, Technical University Munich
- 17:38
On the convex geometry of blind deconvolution
Watch video | Download video: 201910301708-Krahmer.mp4 (66M)
, RWTH Aachen University
- 09:32
Convergence of gradient flows for learning deep linear networks
Watch video | Download video: 201910310903-Rauhut.mp4 (56M)
, New York University
- 10:37
Graph neural networks for combinatorial optimization problems on graphs
Watch video | Download video: 201910311009-Villar.mp4 (61M)
, Princeton University
- 11:31
What is the role of curvature in complexity of optimization on manifolds?
Watch video | Download video: 201910311103-Boumal.mp4 (57M)
, Université de Montréal
- 12:13
Geometry-based Data Exploration
Watch video | Download video: 201910311135-Wolf.mp4 (74M)
, UT Austin
- 15:32
Estimating Fourier-sparse signals without a frequency gap
Watch video | Download video: 201910311503-Price.mp4 (63M)
, Johns Hopkins University
- 17:29
Learning Interaction laws in particle- and agent-based systems
Watch video | Download video: 201910311631-Maggioni.mp4 (108M)