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Shapley values for feature selection: The good, the bad, and the axioms


Feb 22, 2021
Daniel Fryer, Inga Strümke, Hien Nguyen

* 8 pages, 5 figures 

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Evaluation of Inference Attack Models for Deep Learning on Medical Data


Oct 31, 2020
Maoqiang Wu, Xinyue Zhang, Jiahao Ding, Hien Nguyen, Rong Yu, Miao Pan, Stephen T. Wong


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$k$-means on Positive Definite Matrices, and an Application to Clustering in Radar Image Sequences


Aug 26, 2020
Daniel Fryer, Hien Nguyen, Pascal Castellazzi

* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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$k$-means on a log-Cholesky Manifold, with Unsupervised Classification of Radar Products


Aug 08, 2020
Daniel Fryer, Hien Nguyen, Pascal Castellazzi

* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Explaining the data or explaining a model? Shapley values that uncover non-linear dependencies


Jul 16, 2020
Daniel Vidali Fryer, Inga Strümke, Hien Nguyen

* 23 pages, 6 figures, 2 tables 

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DVNet: A Memory-Efficient Three-Dimensional CNN for Large-Scale Neurovascular Reconstruction


Feb 04, 2020
Leila Saadatifard, Aryan Mobiny, Pavel Govyadinov, Hien Nguyen, David Mayerich


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Fast and Accurate Capitalization and Punctuation for Automatic Speech Recognition Using Transformer and Chunk Merging


Aug 07, 2019
Binh Nguyen, Vu Bao Hung Nguyen, Hien Nguyen, Pham Ngoc Phuong, The-Loc Nguyen, Quoc Truong Do, Luong Chi Mai

* 4 pages, 6 figures 

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The Decision-Theoretic Interactive Video Advisor


Jan 23, 2013
Hien Nguyen, Peter Haddawy

* Appears in Proceedings of the Fifteenth Conference on Uncertainty in Artificial Intelligence (UAI1999) 

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