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Toward a theory of optimization for over-parameterized systems of non-linear equations: the lessons of deep learning
Presenter
- Mikhail Belkin
April 21, 2020
IPAM
Deep Learning-based MR Image Reconstruction and Contrast Conversion
Presenter
- Dosik Hwang
January 28, 2020
IPAM
On the existence of wide flat minima in neural network landscapes: analytic and algorithm approaches
Presenter
- Carlo Baldassi
November 20, 2019
IPAM
Graph Convolutional Neural Networks for Molecule Generation and Travelling Salesman Problem
Presenter
- Xavier Bresson
May 21, 2019
IPAM
Data-driven algorithms for nonautonomous Koopman operator
Presenter
- Senka Maćešić
February 14, 2019
IPAM
Machine learning: from genetics to gene editing to protein optimization
Presenter
- Jennifer Listgarten
November 8, 2018
IPAM
Hot Topics: Shape and Structure Of Materials - Topology protects equilibrium structures in a classical system of interacting lines
Presenter
- Vinchenzo Vitelli
October 5, 2018
SLMath
Optimal Asset Allocation with Stochastic Interest Rates in Regime-Switching Models
Presenter
- Ruihua Liu
June 15, 2018
IMA