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Note: The videos available on this page are copyrighted material. It is intended for personal use or for educational purpose. Renting or resale of this product or any part of its contents is prohibited. Reproduction of any material contained in these videos onto any other media, or reuse in any other form for any purpose, without the expressed written consent of both the IMA and the lecturer, is strictly prohibited.Thematic Program Workshop
| Date | Title / Speaker | |
|---|---|---|
| November 12, 2020 |
Information in Mean Field Control Aaron Palmer (University of British Columbia) |
Thematic Program Workshop |
| November 12, 2020 |
Prediction with Expert Advice: A PDE Perspective on a Model Problem from Online Machine Learning Robert Kohn (New York University) |
Thematic Program Workshop |
| November 12, 2020 |
Stochastic Methods for Optimal Transport in Machine Learning Applications Aude Genevay (Massachusetts Institute of Technology) |
Thematic Program Workshop |
| November 12, 2020 |
Wasserstein Control of Mirror Langevin Monte Carlo Kelvin Shuangjian Zhang (École Normale Supérieure) |
Thematic Program Workshop |
| November 11, 2020 |
A Fast Approach to Optimal Transport: The Back-and-forth Method Matthew Jacobs (University of California, Los Angeles) |
Thematic Program Workshop |
| November 11, 2020 |
Active Learning and Optimal Experimental Design Eldad Haber (University of British Columbia) |
Thematic Program Workshop |
| November 11, 2020 |
Optimal Control of Fluid Transport Networks Anatoly Zlotnik (Los Alamos National Laboratory) |
Thematic Program Workshop |
| November 11, 2020 |
Streaming Computation of Optimal Weak Transport Barycenters Elsa Cazelles (Institut de Recherche en Informatique de Toulouse) |
Thematic Program Workshop |
| November 10, 2020 |
A PDE Interpretation of Prediction with Expert Advice Nadejda Drenska (University of Minnesota, Twin Cities) |
Thematic Program Workshop |
| November 10, 2020 |
Mathematical Approaches to Deep Learning: Model Uncertainty, Robustness and Regularization Adam Oberman (McGill University) |
Thematic Program Workshop |
| November 10, 2020 |
On The Convergence of MMD GANs: A Theory via Parametric Kernelized Gradient Flows Youssef Mroueh (IBM) |
Thematic Program Workshop |
| November 10, 2020 |
Deep Learning and Optimal Control Weinan E (Princeton University) |
Thematic Program Workshop |
| November 09, 2020 |
Summarizing and Analyzing Data using Optimal Transport Justin Solomon (Massachusetts Institute of Technology) |
Thematic Program Workshop |
| November 09, 2020 |
Graphical Optimal Transport Yongxin Chen (Georgia Institute of Technology) |
Thematic Program Workshop |
| November 09, 2020 |
Learned Adversarial Regularisers Carola Schoenlieb (University of Cambridge (Cambridge, GB)) |
Thematic Program Workshop |
| November 09, 2020 |
The Quadratic Wasserstein Metric for Inverse Data Matching Problems Yunan Yang (New York University) |
Thematic Program Workshop |
| Date | Title / Speaker | |
|---|---|---|
| September 18, 2020 |
Learning Ill-Conditioned Gaussian Graphical Models Raghu Meka (University of California, Los Angeles) |
Thematic Program Workshop |
| September 18, 2020 |
Learning Discrete Graphical Models: Exact & Neural Network Assisted Methods Marc Vuffray (Los Alamos National Laboratory) |
Thematic Program Workshop |
| September 18, 2020 |
Learning Restricted Boltzmann Machines Ankur Moitra (Massachusetts Institute of Technology) |
Thematic Program Workshop |
| September 17, 2020 |
On Wasserstein Gradient Flows and the Search of Neural Network Architectures Nicolas Garcia Trillos (University of Wisconsin, Madison) |
Thematic Program Workshop |
| September 17, 2020 |
Community Detection Using Total Variation and Surface Tension Zach Boyd (University of North Carolina, Chapel Hill) |
Thematic Program Workshop |
| September 17, 2020 |
Vertex Nomination, Consistent Estimation, and Adversarial Modification Vince Lyzinski (University of Maryland) |
Thematic Program Workshop |
| September 17, 2020 |
L-Infinity Variational Problems on Graphs: Applications and Continuum Limits Leon Bungert (Friedrich-Alexander-Universität Erlangen-Nürnberg), Tim Roith (Friedrich-Alexander-Universität Erlangen-Nürnberg) |
Thematic Program Workshop |
| September 16, 2020 |
Bias-Variance Tradeoffs in Joint Spectral Embeddings Daniel Sussman (Boston University) |
Thematic Program Workshop |
Special Workshop
| Date | Title / Speaker | |
|---|---|---|
| November 07, 2020 |
Concluding Remarks David Goldberg (Purdue University), Phil Kutzko (The University of Iowa), Oscar Vega (California State University) |
Special Workshop |
| November 07, 2020 |
Plenary Conversation II Donald Cole (University of Mississippi), David Goldberg (Purdue University), Fabrice Ulysse (University of Notre Dame), Oscar Vega (California State University) |
Special Workshop |
| November 07, 2020 |
Fields of Success - Stories from Math Alliance Alumni Julia Anderson-Lee (The Boeing Company), Alexander Diaz-Lopez (Villanova University), April Harry (Rover.com), Anarina Murillo (Brown University), Roberto Soto (California State University), Oscar Vega (California State University) |
Special Workshop |
| November 07, 2020 |
Report of the Math Alliance Leadership David Goldberg (Purdue University), Phil Kutzko (The University of Iowa), Kyndra Middleton (Howard University) |
Special Workshop |
| November 06, 2020 |
Plenary Conversation 1 Ranthony Edmonds (The Ohio State University), Phil Kutzko (The University of Iowa), Victoria Uribe (Arizona State University) |
Special Workshop |
| November 06, 2020 | Welcome Remarks | Special Workshop |