IEEE - Institute of Electrical and Electronics Engineers, Inc. - Generalization and Expressivity for Deep Nets

Author(s): Shao-Bo Lin
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Volume: PP
Page(s): 1 - 15
ISSN (Electronic): 2162-2388
ISSN (Paper): 2162-237X
DOI: 10.1109/TNNLS.2018.2868980
Regular:

Along with the rapid development of deep learning in practice, theoretical explanations for its success become urgent. Generalization and expressivity are two widely used measurements to quantify... View More

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