Yoshihiro HIROHASHI


Corrected Stochastic Dual Coordinate Ascent for Top-k SVM
Yoshihiro HIROHASHI Tsuyoshi KATO 
Publication:   
Publication Date: 2020/11/01
Vol. E103-D  No. 11  pp. 2323-2331
Type of Manuscript:  PAPER
Category: Pattern Recognition
Keyword: 
top-k SVMempirical risk minimizationconvex optimizationstochastic dual coordinate ascent
 Summary | Full Text:PDF(593.3KB)

Mean Polynomial Kernel and Its Application to Vector Sequence Recognition
Raissa RELATOR Yoshihiro HIROHASHI Eisuke ITO Tsuyoshi KATO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2014/07/01
Vol. E97-D  No. 7  pp. 1855-1863
Type of Manuscript:  PAPER
Category: Pattern Recognition
Keyword: 
kernel methodssupport vector machinesGrassmann distance and kernelsface recognitionbrain-computer interfacevector sequencebinary classification
 Summary | Full Text:PDF(1MB)