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IEICE Trans

Tota SUKO


A Study on Predictor Variable-Dependent Model Selection for Minimizing the Bayes Risk of Prediction Error
Kazuma INOUE Shunsuke HORII Tota SUKO 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2026/03/01
Vol. E109-A  No. 3  pp. 511-523
Type of Manuscript:  Special Section PAPER (Special Section on Information Theory and Its Applications)
Category: 
Keyword: 
prediction problemstatistical decision theorymodel selectionBayes risk
 Summary | Full Text:PDF

Detection Probability of Poor Responses in Questionnaires with Quality Control Questions
Tota SUKO Manabu KOBAYASHI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2025/03/01
Vol. E108-A  No. 3  pp. 442-449
Type of Manuscript:  Special Section PAPER (Special Section on Information Theory and Its Applications)
Category: Fundamentals of Information Theory
Keyword: 
satisficing in surveysquality control questionsInstructional Manipulation CheckDirected Question Scale
 Summary | Full Text:PDF

Asymptotic Evaluation of Classification in the Presence of Label Noise
Goki YASUDA Tota SUKO Manabu KOBAYASHI Toshiyasu MATSUSHIMA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2023/03/01
Vol. E106-A  No. 3  pp. 422-430
Type of Manuscript:  Special Section PAPER (Special Section on Information Theory and Its Applications)
Category: Learning
Keyword: 
classificationlabel noiseasymptotic evaluationrisk functionKullback-Leibler divergence
 Summary | Full Text:PDF

Asymptotics of Bayesian Inference for a Class of Probabilistic Models under Misspecification
Nozomi MIYA Tota SUKO Goki YASUDA Toshiyasu MATSUSHIMA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2014/12/01
Vol. E97-A  No. 12  pp. 2352-2360
Type of Manuscript:  Special Section PAPER (Special Section on Information Theory and Its Applications)
Category: Prediction
Keyword: 
a class of probabilistic modelsBayesian inferencecumulative logarithmic lossmisspecificationsequential prediction
 Summary | Full Text:PDF