Schedule for: 19w5061 - Computational Harmonic Analysis and Data Science
Beginning on Sunday, October 27 and ending Friday November 1, 2019
All times in Oaxaca, Mexico time, CDT (UTC-5).
| Sunday, October 27 | |
|---|---|
| 14:00 - 23:59 | Check-in begins (Front desk at your assigned hotel) |
| 19:30 - 22:00 | Dinner (Restaurant Hotel Hacienda Los Laureles) |
| 20:30 - 21:30 | Informal gathering (Hotel Hacienda Los Laureles) |
| Monday, October 28 | |
|---|---|
| 07:30 - 08:45 | Breakfast (Restaurant at your assigned hotel) |
| 08:45 - 09:00 | Introduction and Welcome (Conference Room San Felipe) |
| 09:00 - 10:00 | Marco Cuturi: Optimal transport (Conference Room San Felipe) |
| 10:00 - 10:30 | Tingran Gao: Multi-Representation Manifold Learning on Fibre Bundles (Conference Room San Felipe) |
| 10:30 - 11:00 | Coffee Break (Conference Room San Felipe) |
| 11:00 - 11:30 | Roy Lederman: On the Continuum Between Models, Data-Driven Discovery and Machine Learning: Mapping the Continuum of Molecular Conformations Using Cryo-Electron Microscopy (Conference Room San Felipe) |
| 11:30 - 12:00 | Shuyang Ling: Group synchronization on complex networks: nonconvex optimization and Kuramoto model (Conference Room San Felipe) |
| 12:00 - 12:30 | Alexandre d'Aspremont: Sharpness, Restart, and Compressed Sensing Performance (Conference Room San Felipe) |
| 13:20 - 13:30 | Group Photo (Hotel Hacienda Los Laureles) |
| 13:30 - 15:00 | Lunch (Restaurant Hotel Hacienda Los Laureles) |
| 15:00 - 15:30 | Gitta Kutyniok: The Approximation Power of Deep Neural Networks: Theory and Applications (Conference Room San Felipe) |
| 15:30 - 16:00 | Dustin Mixon: SqueezeFit: Label-aware dimensionality reduction by semidefinite programming (Conference Room San Felipe) |
| 16:00 - 16:30 | Coffee Break (Conference Room San Felipe) |
| 16:30 - 17:00 | Gal Mishne: Multiway tensor analysis in neuroscience (Conference Room San Felipe) |
| 17:00 - 17:30 | Bernhard Bodmann: Ulam’s game and phase retrieval with random binary questions (Conference Room San Felipe) |
| 19:00 - 21:00 | Dinner (Restaurant Hotel Hacienda Los Laureles) |
| Tuesday, October 29 | |
|---|---|
| 07:30 - 09:00 | Breakfast (Restaurant at your assigned hotel) |
| 09:00 - 10:00 | Stephane Mallat: Sparse Multiscale with Phase to model Deep Neural Networks (Conference Room San Felipe) |
| 10:00 - 10:30 | Hrushikesh Mhaskar: Dimension independent bounds for approximation of smooth functions on metric spaces (Conference Room San Felipe) |
| 10:30 - 11:00 | Coffee Break (Conference Room San Felipe) |
| 11:00 - 11:30 | Massimo Fornasier: Robust and efficient identification of neural networks (Conference Room San Felipe) |
| 11:30 - 12:30 | Helmut Boelcskei: Fundamental limits of deep neural network learning (Conference Room San Felipe) |
| 13:30 - 15:00 | Lunch (Restaurant Hotel Hacienda Los Laureles) |
| 15:00 - 16:00 | Stefan Steinerberger: Dimensionality Reduction via tSNE - the mathematical theory and the remaining challenges (Conference Room San Felipe) |
| 16:00 - 16:30 | Coffee Break (Conference Room San Felipe) |
| 16:30 - 17:00 | Xiuyuan Cheng: Comparing Manifold Data Distributions by Diffusion Kernels (Conference Room San Felipe) |
| 17:00 - 17:30 | William Leeb: Matrix Estimation in the Spiked Model with Heteroscedastic Noise (Conference Room San Felipe) |
| 19:00 - 21:00 | Dinner (Restaurant Hotel Hacienda Los Laureles) |
| Wednesday, October 30 | |
|---|---|
| 07:30 - 09:00 | Breakfast (Restaurant at your assigned hotel) |
| 09:00 - 13:30 | Excursion (Conference Room San Felipe) |
| 13:30 - 15:00 | Lunch (Restaurant Hotel Hacienda Los Laureles) |
| 15:30 - 16:00 | Coffee Break (Conference Room San Felipe) |
| 16:00 - 17:00 | John Wright: Geometry and Symmetry in Short-and-Sparse Deconvolution (Conference Room San Felipe) |
| 17:00 - 17:30 | Felix Krahmer: On the convex geometry of blind deconvolution (Conference Room San Felipe) |
| 19:00 - 21:00 | Dinner (Restaurant Hotel Hacienda Los Laureles) |
| Thursday, October 31 | |
|---|---|
| 07:30 - 09:00 | Breakfast (Restaurant at your assigned hotel) |
| 09:00 - 09:30 | Holger Rauhut: Convergence of gradient flows for learning deep linear networks (Conference Room San Felipe) |
| 09:30 - 10:00 | Nicholas Marshall: Dyadic boxes, random projections, and H\"older conditions (Conference Room San Felipe) |
| 10:00 - 10:30 | Soledad Villar: Graph neural networks for combinatorial optimization problems on graphs (Conference Room San Felipe) |
| 10:30 - 11:00 | Coffee Break (Conference Room San Felipe) |
| 11:00 - 11:30 | Nicolas Boumal: What is the role of curvature in complexity of optimization on manifolds? (Conference Room San Felipe) |
| 11:30 - 12:00 | Guy Wolf: Geometry-based Data Exploration (Conference Room San Felipe) |
| 12:00 - 12:30 | Ronen Talmon: Spectral flow on the SPD manifold for multimodal data analysis (Conference Room San Felipe) |
| 13:30 - 15:00 | Lunch (Restaurant Hotel Hacienda Los Laureles) |
| 15:00 - 15:30 | Eric Price: Estimating Fourier-sparse signals without a frequency gap (Conference Room San Felipe) |
| 15:30 - 16:00 | Zhizhen Zhao: Exploiting Group and Geometric Structures for Massive Data Analysis (Conference Room San Felipe) |
| 16:00 - 16:30 | Coffee Break (Conference Room San Felipe) |
| 16:30 - 17:30 | Mauro Maggioni: Learning Interaction laws in particle- and agent-based systems (Conference Room San Felipe) |
| 19:00 - 21:00 | Dinner (Restaurant Hotel Hacienda Los Laureles) |
| Friday, November 1 | |
|---|---|
| 07:30 - 09:00 | Breakfast (Restaurant at your assigned hotel) |
| 09:00 - 10:30 | Open work sessions (Conference Room San Felipe) |
| 10:30 - 11:00 | Coffee Break (Conference Room San Felipe) |
| 11:00 - 12:00 | Open work sessions (Conference Room San Felipe) |
| 12:00 - 14:00 | Lunch (Restaurant Hotel Hacienda Los Laureles) |
