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Comparing topological measures of neural structure and function
Presenter
- Chad Giusti
May 15, 2022
ICERM
Time-Constrained Sequential Neural Decision Procedures in Multialternative Choice Problems
Presenter
- Fabio Maccheroni
May 2, 2022
IMSI
Mihail Bogojeski - Message passing neural networks for atomistic systems: Molecules - IPAM at UCLA
Presenter
- Mihail Bogojeski
April 1, 2022
IPAM
Marcel Langer - Message passing neural networks for atomistic systems: Materials - IPAM at UCLA
Presenter
- Marcel Langer
April 1, 2022
IPAM
Hierarchical Spatial Graph Neural Network for Carbon Nanotube Property Predictions
Presenter
- Yusu Wang
March 4, 2022
IMSI
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