IEEE - Institute of Electrical and Electronics Engineers, Inc. - The CRO kernel: Using Concomitant Rank Order hashes for sparse high dimensional randomized feature maps

2016 IEEE 32nd International Conference on Data Engineering (ICDE)

Author(s): Kave Eshghi ; Mehran Kafai
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 May 2016
Conference Location: Helsinki, Finland
Conference Date: 16 May 2016
Page(s): 721 - 730
ISBN (Electronic): 978-1-5090-2020-1
DOI: 10.1109/ICDE.2016.7498284
Regular:

Kernel methods have been shown to be effective for many machine learning tasks such as classification, clustering and regression. In particular, support vector machines with the RBF kernel have... View More

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