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High-level Prior-based Loss Functions for Medical Image Segmentation: A Survey

Nov 22, 2020
Rosana El Jurdi, Caroline Petitjean, Paul Honeine, Veronika Cheplygina, Fahed Abdallah


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Statistical learning for sensor localization in wireless networks

May 11, 2020
Daniel Alshamaa, Farah Chehade, Paul Honeine


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Bridging the Gap Between Spectral and Spatial Domains in Graph Neural Networks

Mar 26, 2020
Muhammet Balcilar, Guillaume Renton, Pierre Heroux, Benoit Gauzere, Sebastien Adam, Paul Honeine

* 24 pages, 8figures, preprint 

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Une véritable approche $\ell_0$ pour l'apprentissage de dictionnaire

Sep 12, 2017
Yuan Liu, Stéphane Canu, Paul Honeine, Su Ruan

* in French 

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Maximum Correntropy Unscented Filter

Aug 26, 2016
Xi Liu, Badong Chen, Bin Xu, Zongze Wu, Paul Honeine

* 9 pages,6 figures 

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Kernel Nonnegative Matrix Factorization Without the Curse of the Pre-image - Application to Unmixing Hyperspectral Images

Mar 27, 2016
Fei Zhu, Paul Honeine, Maya Kallas

* 13 pages, 12 figures 

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Correntropy Maximization via ADMM - Application to Robust Hyperspectral Unmixing

Feb 04, 2016
Fei Zhu, Abderrahim Halimi, Paul Honeine, Badong Chen, Nanning Zheng

* 23 pages 

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Bi-Objective Nonnegative Matrix Factorization: Linear Versus Kernel-Based Models

Jan 22, 2015
Paul Honeine, Fei Zhu


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Entropy of Overcomplete Kernel Dictionaries

Nov 01, 2014
Paul Honeine

* 10 pages 

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Approximation errors of online sparsification criteria

Sep 21, 2014
Paul Honeine

* 10 pages 

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Analyzing sparse dictionaries for online learning with kernels

Sep 21, 2014
Paul Honeine

* 10 pages 

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An eigenanalysis of data centering in machine learning

Jul 10, 2014
Paul Honeine

* 14 pages 

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