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An efficient method for learning nonlinear ranking SVM functions

✍ Scribed by Hwanjo Yu; Jinha Kim; Youngdae Kim; Seungwon Hwang; Young Ho Lee

Book ID
113662404
Publisher
Elsevier Science
Year
2012
Tongue
English
Weight
489 KB
Volume
209
Category
Article
ISSN
0020-0255

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## Abstract In this study, a simple and efficient cyclic coordinate search procedure is used to optimize penalty functions. Since the contours of the penalty function are very ill‐behaved, an accurate line search is very difficult to achieve. Due to accumulated errors in line search, this makes β€œsi