Understanding Deep Networks with Gradients

Henry Z. Lo; Wei Ding

doi:10.1109/ICDMW.2015.227

Understanding Deep Networks with Gradients

Henry Z. Lo
, Wei Ding

Computer Science

University of Massachusetts Boston

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015
Editors	Xindong Wu, Alexander Tuzhilin, Hui Xiong, Jennifer G. Dy, Charu Aggarwal, Zhi-Hua Zhou, Peng Cui
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	1548-1555
Number of pages	8
ISBN (Electronic)	9781467384926
DOIs	https://doi.org/10.1109/ICDMW.2015.227
State	Published - Jan 29 2016
Event	15th IEEE International Conference on Data Mining Workshop, ICDMW 2015 - Atlantic City, United States Duration: Nov 14 2015 → Nov 17 2015

Publication series

Name	Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015

Conference

Conference	15th IEEE International Conference on Data Mining Workshop, ICDMW 2015
Country/Territory	United States
City	Atlantic City
Period	11/14/15 → 11/17/15

ASJC Scopus Subject Areas

Electrical and Electronic Engineering
Computer Science Applications

Keywords

Deep Learning

Access to Document

10.1109/ICDMW.2015.227

Cite this

Lo, H. Z., & Ding, W. (2016). Understanding Deep Networks with Gradients. In X. Wu, A. Tuzhilin, H. Xiong, J. G. Dy, C. Aggarwal, Z.-H. Zhou, & P. Cui (Eds.), Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015 (pp. 1548-1555). Article 7395858 (Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICDMW.2015.227

Understanding Deep Networks with Gradients. / Lo, Henry Z.; Ding, Wei.
Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015. ed. / Xindong Wu; Alexander Tuzhilin; Hui Xiong; Jennifer G. Dy; Charu Aggarwal; Zhi-Hua Zhou; Peng Cui. Institute of Electrical and Electronics Engineers Inc., 2016. p. 1548-1555 7395858 (Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Lo, HZ & Ding, W 2016, Understanding Deep Networks with Gradients. in X Wu, A Tuzhilin, H Xiong, JG Dy, C Aggarwal, Z-H Zhou & P Cui (eds), Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015., 7395858, Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015, Institute of Electrical and Electronics Engineers Inc., pp. 1548-1555, 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015, Atlantic City, United States, 11/14/15. https://doi.org/10.1109/ICDMW.2015.227

Lo HZ, Ding W. Understanding Deep Networks with Gradients. In Wu X, Tuzhilin A, Xiong H, Dy JG, Aggarwal C, Zhou ZH, Cui P, editors, Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015. Institute of Electrical and Electronics Engineers Inc. 2016. p. 1548-1555. 7395858. (Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015). doi: 10.1109/ICDMW.2015.227

Lo, Henry Z. ; Ding, Wei. / Understanding Deep Networks with Gradients. Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015. editor / Xindong Wu ; Alexander Tuzhilin ; Hui Xiong ; Jennifer G. Dy ; Charu Aggarwal ; Zhi-Hua Zhou ; Peng Cui. Institute of Electrical and Electronics Engineers Inc., 2016. pp. 1548-1555 (Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015).

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title = "Understanding Deep Networks with Gradients",

keywords = "Deep Learning",

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BT - Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015

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ER -

Understanding Deep Networks with Gradients

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

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