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Maria Kieferova - Training quantum neural networks with an unbounded loss function
Presenter
- Maria Kieferova
January 27, 2022
IPAM
Tutorial: Log-signatures and Neural Rough Differential Equations
Presenter
- James Foster
July 7, 2021
ICERM
Scaling Up Exact Neural Network Compression by ReLU Stability
Presenter
- Thiago Serra
February 23, 2021
IPAM
Parsimonious structure-exploiting deep neural network surrogates for Bayesian inverse problems and optimal experimental design
Presenter
- Omar Ghattas
October 7, 2020
IMSI
Learning Over-parameterized Neural Networks: From Neural Tangent Kernel to Mean-field Analysis
Presenter
- Quanquan Gu
April 23, 2020
IPAM
New deep neural networks solving non-linear inverse problems
Presenter
- Matti Lassas
April 20, 2020
IPAM
Tutorial - Introductory Talk - Data-Driven Reduced Order Models As Deep Prior Neural Networks In Inverse Scattering
Presenter
- Mikhail Zaslavsky
February 7, 2020
ICERM
On Bayesian models with networks for reconstruction and detection
Presenter
- Ender Konukoglu
January 30, 2020
IPAM
Machine learning with neural networks: the importance of data structure
Presenter
- Marc Mezard
November 21, 2019
IPAM
