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IEICE Trans

Goki YASUDA

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: classification, label noise, asymptotic evaluation, risk function, Kullback-Leibler divergence,
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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 models, Bayesian inference, cumulative logarithmic loss, misspecification, sequential prediction,
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