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Committee Date Time Place Paper Title / Authors Abstract Paper #
PRMU, IBISML, IPSJ-CVIM [detail] 2014-09-02
16:15		 Ibaraki   Rates of convergence of the universal Bayesian measure for continuous data
Takanori Ayano, Joe Suzuki (Osaka Univ.) PRMU2014-53 IBISML2014-34		 It is very important to estimate the probability of the data series accurately for applying MDL information criterion.
... [more]		 PRMU2014-53 IBISML2014-34
pp.143-146
IBISML 2014-03-07
11:35		 Nara Nara Women's University Bayesian Test of Independence
Takanori Ayano, Joe Suzuki (Osaka Univ.) IBISML2013-77		 This paper proposes Bayesian estimators of mutual information and independence tests.
Given independently emitted $n$ ... [more]		 IBISML2013-77
pp.79-86
IBISML 2012-03-13
10:00		 Tokyo The Institute of Statistical Mathematics On d-consistency for high-dimensional discrimination analysis
Takanori Ayano (Osaka Univ.) IBISML2011-99		 Recently, in many fields such as microarray analysis, we need to analyze high-dimensional data with small sample sizes. ... [more] IBISML2011-99
pp.85-88
IBISML 2011-03-29
15:30		 Osaka Nakanoshima Center, Osaka Univ. Asymptotic Analysis of the Estimators in Regression Analysis and the Application to Machine Learning
Takanori Ayano (Osaka Univ.) IBISML2010-109		 In machine learning, the method of regression analysis is very important. In this presentation, we will state the rate o... [more] IBISML2010-109
pp.37-40
IBISML, PRMU, IPSJ-CVIM [detail] 2010-09-06
11:40		 Fukuoka Fukuoka Univ. Evaluation of the error rate of the classifier under the margin assumption
Takanori Ayano, Joe Suzuki (Osaka Univ) PRMU2010-82 IBISML2010-54		 In statistical learning, it is very important for evaluation of the performance of SVM and the conclusion of the difficu... [more] PRMU2010-82 IBISML2010-54
pp.193-199
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