Sakuma Jun

J-GLOBAL         Last updated: Jan 16, 2020 at 02:40
 
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Name
Sakuma Jun
E-mail
juncs.tsukuba.ac.jp
Affiliation
University of Tsukuba
Section
Faculty of Engineering, Information and Systems
Job title
Professor

Research Areas

 
 

Academic & Professional Experience

 
Oct 2009
 - 
Mar 2013
PRESTO researcher, Japan Science and Technology Agency
 
Apr 2009
 - 
Mar 2012
associate professor, Graduate school of SIE, University of Tsukuba
 
Apr 2007
 - 
Mar 2009
Assistant professor, Tokyo Institute of Technology
 
Jul 2004
 - 
Mar 2007
Assistant professor, Tokyo Institute of Technology
 
Apr 2003
 - 
Jun 2004
Researcher, Tokyo Research Laboratory, IBM Research
 

Awards & Honors

 
Dec 2008
IEEE CISJ Young researcher award, IEEE Computational Intelligence Society
 
Young researcher award

Published Papers

 
Yakura, Hiromu;Shinozaki, Shinnosuke;Nishimura, Reon;Oyama, Yoshihiro;Sakuma, Jun
Computers & Security   87    Nov 2019   [Refereed]
Fukuchi, Kazuto;Tran, Quang Khai;Sakuma, Jun
Discovery Science   10558 82-90   Sep 2017   [Refereed]
Okada, Rina;Fukuchi, Kazuto;Sakuma, Jun
Machine Learning and Knowledge Discovery in Databases   9285 458-473   Aug 2015   [Refereed]
Fukuchi, Kazuto;Sakuma, Jun;Toshihiro, Kamishima
IEICE Transactions on Information and Systems   E98.D(8) 1503-1516   Aug 2015   [Refereed]
With recent developments in machine learning technology, the predictions by systems incorporating machine learning can now have a significant impact on the lives and activities of individuals. In some cases, predictions made by machine learning ca...
Fukuchi, Kazuto;Sakuma, Jun
Machine Learning and Knowledge Discovery in Databases   8724 418-433   Sep 2014

Books etc

 
交叉オペレータによる高次元分布推定とその最適化・モデル推定への応用
Sakuma,Jun
Mar 2003   
Handbook of Evolutionary Technology: Computation and Applications
Jun Sakuma;
近代科学社   Jan 2010   
Traveling Salesman Problem, Theory and Applications
Jun, Sakuma;Shigenobu, Kobayashi
Intech   Dec 2010   

Conference Activities & Talks

 
Minimax optimal estimators for additive scalar functionals of discrete distributions
Fukuchi, Kazuto;Sakuma, Jun
IEEE International Symposium on Information Theory (ISIT)   25 Jun 2017   
Differentially Private Empirical Risk Minimization with Input Perturbation
Fukuchi, Kazuto;Tran, Quang Khai;Sakuma, Jun
20th International Conference on Discovery Science (DS)   15 Oct 2017   
Differentially Private Analysis of Outliers
Okada, Rina;Fukuchi, Kazuto;Sakuma, Jun
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD)   7 Sep 2015   
Neutralized Empirical Risk Minimization with Generalization Neutrality Bound
Fukuchi, Kazuto;Sakuma, Jun
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases   15 Sep 2014   
Prediction with Model-Based Neutrality
Fukuchi, Kazuto;Sakuma, Jun;Toshihiro, Kamishima
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases   23 Sep 2013   

Research Grants & Projects

 
Privacy-preserving data mining from real-world network-structured information
Project Year: Oct 2009 - Mar 2013