IEEE - Institute of Electrical and Electronics Engineers, Inc. - Early stopping for kernel boosting algorithms: A general analysis with localized complexities

Author(s): Yuting Wei ; Fanny Yang ; Martin J. Wainwright
Sponsor(s): IEEE Information Theory Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Volume: PP
Page(s): 1
ISSN (Electronic): 1557-9654
ISSN (Paper): 0018-9448
DOI: 10.1109/TIT.2019.2927563
Regular:

Early stopping of iterative algorithms is a widely-used form of regularization in statistics, commonly used in conjunction with boosting and related gradienttype algorithms. Although consistency... View More

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