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IEICE Trans

Kenya TAJIMA

Frank-Wolfe for Sign-Constrained Support Vector Machines
Kenya TAJIMA Takahiko HENMI Tsuyoshi KATO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2022/10/01
Vol. E105-D  No. 10  pp. 1734-1742
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
Frank-Wolfe algorithm, support vector machine, sign constraints, convex problem, and dual problem, 
 Summary | Full Text:PDF
Frank-Wolfe Algorithm for Learning SVM-Type Multi-Category Classifiers
Kenya TAJIMA Yoshihiro HIROHASHI Esmeraldo ZARA Tsuyoshi KATO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2021/11/01
Vol. E104-D  No. 11  pp. 1923-1929
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
SVM, convex optimization, Frank-Wolfe, dual problem, multi-category classification, 
 Summary | Full Text:PDF