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Modularizing Deep Learning via Pairwise Learning With Kernels


May 12, 2020
Shiyu Duan, Shujian Yu, Jose Principe


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Information Plane Analysis of Deep Neural Networks via Matrix-Based Renyi's Entropy and Tensor Kernels


Sep 25, 2019
Kristoffer Wickstrøm, Sigurd Løkse, Michael Kampffmeyer, Shujian Yu, Jose Principe, Robert Jenssen

* 15 pages, 8 figures 

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A Taxonomy for Neural Memory Networks


May 01, 2018
Ying Ma, Jose Principe


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Learning Multiple Levels of Representations with Kernel Machines


Apr 02, 2018
Shiyu Duan, Yunmei Chen, Jose Principe

* 8 pages main text, 5 pages of references and appendix, 2 figures 

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Marine Animal Classification with Correntropy Loss Based Multi-view Learning


May 03, 2017
Zheng Cao, Shujian Yu, Bing Ouyang, Fraser Dalgleish, Anni Vuorenkoski, Gabriel Alsenas, Jose Principe


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