Zobrazeno 1 - 10
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pro vyhledávání: '"Henderson, Ryan"'
Improving Molecular Graph Neural Network Explainability with Orthonormalization and Induced Sparsity
Publikováno v:
Proceedings of the 38th International Conference on Machine Learning, PMLR 139:4203-4213, 2021
Rationalizing which parts of a molecule drive the predictions of a molecular graph convolutional neural network (GCNN) can be difficult. To help, we propose two simple regularization techniques to apply during the training of GCNNs: Batch Representat
Externí odkaz:
http://arxiv.org/abs/2105.04854
Due to the nature of deep learning approaches, it is inherently difficult to understand which aspects of a molecular graph drive the predictions of the network. As a mitigation strategy, we constrain certain weights in a multi-task graph convolutiona
Externí odkaz:
http://arxiv.org/abs/2010.04535
Publikováno v:
In Journal of Materials Processing Tech. December 2023 322
Autor:
Vowles, Kevin E., Witkiewitz, Katie, Clarke, Erik, Schmidt, Zachary, Borsari, Brian, Edwards, Karlyn E., Korecki, J. Richard, Moniz-Lewis, David I., Bondzie, Juliana A., Mullins, Chloe, Thoreson, Claire I., Delacruz, Joannalyn, Wilkins, Consuelo H., Nelson, Sarah, Delventura, Jennifer, Henderson, Ryan, Katz, Andrea, Hua, William, Watson, Erin, Baxley, Catherine, Canlas, Bernard R., Pendleton, Tiffany, Herbst, Ellen, Batki, Steven
Publikováno v:
In Contemporary Clinical Trials March 2023 126
Autor:
Henderson, Ryan, Rothe, Rasmus
Publikováno v:
Journal of Open Research Software. 5(1), p.22 (2017)
Picasso is a free open-source (Eclipse Public License) web application written in Python for rendering standard visualizations useful for analyzing convolutional neural networks. Picasso ships with occlusion maps and saliency maps, two visualizations
Externí odkaz:
http://arxiv.org/abs/1705.05627
Publikováno v:
In Metabolic Engineering May 2021 65:243-254
Autor:
Henderson, Ryan
Consideration of the environmental impact of aircraft has become critical in commercial aviation. The continued growth in air traffic has come with increasing concerns and demands to reduce aircraft emissions and this has imposed new constraints on t
Externí odkaz:
http://hdl.handle.net/1807/18341
Autor:
Henderson, Ryan Lynn
Thesis (M.A.)--Mississippi State University. Department of English.
Title from title screen. Includes bibliographical references.
Title from title screen. Includes bibliographical references.
Autor:
Gabba, Matteo, Frallicciardi, Jacopo, van ’t Klooster, Joury, Henderson, Ryan, Syga, Łukasz, Mans, Robert, van Maris, Antonius J.A., Poolman, Bert
Publikováno v:
In Biophysical Journal 21 January 2020 118(2):422-434
Publikováno v:
In Current Opinion in Biotechnology August 2019 58:62-71