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Gabriel N. Perdue

Fermi National Accelerator Laboratory

Inferring Convolutional Neural Networks' accuracies from their architectural characterizations

Jan 10, 2020
Duc Hoang, Jesse Hamer, Gabriel N. Perdue, Steven R. Young, Jonathan Miller, Anushree Ghosh

* 6 pages, 5 figures, 5 tables, to appear in proceedings of the 18th International Conference on Machine Learning and Applications - ICMLA 2019 

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Restricted Boltzmann Machines for galaxy morphology classification with a quantum annealer

Nov 14, 2019
João Caldeira, Joshua Job, Steven H. Adachi, Brian Nord, Gabriel N. Perdue

* 13 pages; LaTeX; 11 figures 

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