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Gabriel N. Perdue

Fermi National Accelerator Laboratory

Semi-Supervised Domain Adaptation for Cross-Survey Galaxy Morphology Classification and Anomaly Detection


Nov 11, 2022
Aleksandra Ćiprijanović, Ashia Lewis, Kevin Pedro, Sandeep Madireddy, Brian Nord, Gabriel N. Perdue, Stefan M. Wild

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* 3 figures, 1 table; accepted to Machine Learning and the Physical Sciences - Workshop at the 36th conference on Neural Information Processing Systems (NeurIPS) 

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Neural network accelerator for quantum control


Aug 04, 2022
David Xu, A. Barış Özgüler, Giuseppe Di Guglielmo, Nhan Tran, Gabriel N. Perdue, Luca Carloni, Farah Fahim

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* 7 pages, 10 figures 

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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

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* 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

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* 13 pages; LaTeX; 11 figures 

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