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SQuadMDS: a lean Stochastic Quartet MDS improving global structure preservation in neighbor embedding like t-SNE and UMAP


Feb 24, 2022
Pierre Lambert, Cyril de Bodt, Michel Verleysen, John Lee

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DICE: Deep Significance Clustering for Outcome-Aware Stratification


Jan 07, 2021
Yufang Huang, Kelly M. Axsom, John Lee, Lakshminarayanan Subramanian, Yiye Zhang

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Hierarchical Optimal Transport for Multimodal Distribution Alignment


Jun 27, 2019
John Lee, Max Dabagia, Eva L. Dyer, Christopher J. Rozell

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Inversion using a new low-dimensional representation of complex binary geological media based on a deep neural network


Oct 25, 2017
Eric Laloy, Romain Hérault, John Lee, Diederik Jacques, Niklas Linde

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* Advances in Water Resources (2017) 

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Blue Sky Ideas in Artificial Intelligence Education from the EAAI 2017 New and Future AI Educator Program


Feb 01, 2017
Eric Eaton, Sven Koenig, Claudia Schulz, Francesco Maurelli, John Lee, Joshua Eckroth, Mark Crowley, Richard G. Freedman, Rogelio E. Cardona-Rivera, Tiago Machado, Tom Williams

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* Working paper in the 7th Symposium on Educational Advances in Artificial Intelligence (EAAI-17) 

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