Tota Suko (School of Social Sciences, Waseda University )

Research Field

Source Coding, Statistical Decision Theory, Machine Learning

Research Achievement

≪Journal≫

Tota Suko,Privacy - preserving Distributed Calculation Methods of a Least - squares Estimator for Linear Regression Models,,vol.65, no.2, pp.78-88,2014

Nozomi MIYA,Asymptotics of Bayesian Inference for a Class of Probabilistic Models under Misspecification,IEICE Trans. Fundamentals,vol.E97-A, no.12, pp.2352–2360,2014

Tota Suko,A Bayes Prediction Algorithm for Regression models with Outliers,IPSJ Journal TOM,vol.1, no.1, pp.17-26,2008

Tota Suko,Asymptotic property of universal lossless coding for independent piecewise identically distributed sources,Journal of Discrete Mathematical Sciences & Cryptography,vol.13, no.4, pp.383-391,2010

Kensuke Yasui,On the global convergence property of extended Arimoto-Blahut algorithm,IEICE Trans. Fundamentals,vol.J91-A, no.9, pp.846-860,2008

≪International Conference≫

Tota Suko,Bayes Universal Source Coding Scheme for Correlated Sources,Proceedings of the 1st IEEE African Winter School on Information Theory and Communications 2010,p.27, Kruger National Park, South Africa,2010

Tota Suko,Asymptotic Property of Universal Lossless Coding for Independent Piecewise Identically Distributed Sources,Proc. of Pre-ICM International Convention on Mathematical Sciences,pp.112-114, Delhi, India,2008

Shunsuke Horii,Multiuser Detection Algorithm for CDMA based on the Belief Propagation Algorithm,Proceedings of 2008 IEEE 10th International Symposium on Spread Spectrum Techniques and Applications (ISSSTA08),pp.194-199, Bologna, Italy,2008

Kensuke Yasui,An Algorithm for Computing the Secrecy Capacity of Broadcast Channels with Confidential Messages,Proceedings of IEEE International Symposium on Information Theory,pp.936-940, Nice, France,2007

Daiki Koizumi,On the Bayesian Forecasting Algorithm under the Non-Stationary Binomial Distribution with the Hyper Parameter Estimation,Proceeding of Ninth Valencia International Meeting on Bayesian Statistics,pp.167-168, Alicante, Spain,2010

≪Conference≫

Tota Suko,Bayes Coding for Multiple Correlated Sources,Proceedings of the 33th Symposium on Information Theory and its Applications,pp.759-763,2010

Tota Suko,A Bayes Prediction Algorithm for Regression models with Outliers,IPSJ technical report,vol.2007, no.128, 2007-MPS-67, pp.13-16,2007

Tota Suko,Prediction Algorithm for Extended Hierarchical Models,Proceedings of the 25th Symposium on Information Theory and Its Applications,vol.2, pp.755-758,2002

Tota Suko,Prediction Algorithm for Decision Tree Model,IEICE technical report,vol.103, no.246, COMP2003-36, pp.93-98,2003

Tota Suko,Bayes Coding for Sources with Piecewise Constant Parameters,Proceedings of the 26th Symposium on Information Theory and Its Applications,vol.1, pp.165-168,2003

Kimimori Eguchi,A note on one of the approximation methods of the prediction based on Bayes decission theory,Proceedings of the 26th Symposium on Information Theory and Its Applications,vol.2, pp.703-706,2003

Tota Suko,Redundancy of Bayes Coding for Nonstationary Sources with Piecewise Constant Parameters,IEICE technical report,vol.104, no.229, IT2004-22, pp.23-28,2004

Kensuke Yasui,A Study of Calculating Information Hiding Capacity of Digital Watermarking,IEICE technical report,vol.105, no.191, IT2005-47, pp.29-34,2005

Tota Suko,Bayes Prediction Algorithm for Regression Model with Outliers,Proceedings The Seventh Workshop on Information-Based Induction Sciences,pp.34-39,2004

Tota Suko,Asymptotic Property on Nonstationary Sources with Piecewise Constant Parameters,Proceedings of the 31th Symposium on Information Theory and Its Applications,pp.815-818,2008

Shunsuke Horii,Multiuser Detection Algorithms for CDMA based on the Massage Passing Algorithms,IEICE technical report substituted for proc. of 2006 Hawaii, IEICE and SITA Joint Conference on Information Theory (HISC2006),vol.106, no.60, IT2006-16, pp.17-22,2006

Takeo Takumi,A Note on the Asymptotics of Bayes Prediction for Hierarchical Models,Proceedings of the 27th Symposium on Information Theory and Its Applications,vol.2, pp.639-642,2004

Yuya Suzuki,Modeling and Forecasting of Correlated Time Series State Space Models,IEICE technical report,vol.103, no.215, IT2003-38, pp.87-92,2003

Tota Suko,Redundancy of Bayes Codes for Nonstationary Sources with Piecewise Constant Parameters,Proceedings of the 27th Symposium on Information Theory and its Applications,vol.2, pp.523-526,2004

Tota Suko,A Note on Universal Coding Algorithm with the BWT,Proceedings of the 28th Symposium on Information Theory and its Applications,pp.343-346,2005

Kensuke Yasui,An Algorithm for Computing the Hiding Capacity of Information Hiding,IEICE technical report,vol.105, no.665, IT2005-94, pp.177-182,2006

Tota Suko,a Privacy-Preserving Method for Distributed Regularized Least Squares,Proceedings of the 37th Symposium on Information Theory and its Applications,pp.300-305,2014

≪Master Thesis≫

Tota Suko,Prediction Algorithm for Extended Hierarchical Models,Master thesis of Waseda university,,2002