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IEICE Trans

Rikuto MOCHIDA

Stochastic Dual Coordinate Ascent for Learning Sign Constrained Linear Predictors
Yuya TAKADA Rikuto MOCHIDA Miya NAKAJIMA Syun-suke KADOYA Daisuke SANO Tsuyoshi KATO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2024/12/01
Vol. E107-D  No. 12  pp. 1493-1503
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
sign constraints, convex optimization, stochastic dual coordinate ascent, empirical risk minimization, microbiological water quality analysis, 
 Summary | Full Text:PDF
Mixup SVM Learning for Compound Toxicity Prediction Using Human Pluripotent Stem Cells
Rikuto MOCHIDA Miya NAKAJIMA Haruki ONO Takahiro ANDO Tsuyoshi KATO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2024/12/01
Vol. E107-D  No. 12  pp. 1542-1545
Type of Manuscript:  LETTER
Category: Pattern Recognition
Keyword: 
compound toxicity prediction, pluripotent stem cell, kernel SVM, optimization, 
 Summary | Full Text:PDF