Rchr
J-GLOBAL ID：200901012830324425
Update date: Jan. 16, 2020
Sakuma Jun
サクマ ジュン | Sakuma Jun
Affiliation and department：
Job title：
Professor
Research field (1)：
Intelligent informatics
Research theme for competitive and other funds (1)：
- 2009 - 2013 Privacy-preserving data mining from real-world network-structured information
Papers (160)：
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Yakura, Hiromu;Shinozaki, Shinnosuke;Nishimura, Reon;Oyama, Yoshihiro;Sakuma, Jun. Neural malware analysis with attention mechanism. Computers & Security. 2019. 87
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Fukuchi, Kazuto;Tran, Quang Khai;Sakuma, Jun. Differentially Private Empirical Risk Minimization with Input Perturbation. Discovery Science. 2017. 10558. 82-90
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Okada, Rina;Fukuchi, Kazuto;Sakuma, Jun. Differentially Private Analysis of Outliers. Machine Learning and Knowledge Discovery in Databases. 2015. 9285. 458-473
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Fukuchi, Kazuto;Sakuma, Jun;Toshihiro, Kamishima. Prediction with Model-Based Neutrality. IEICE Transactions on Information and Systems. 2015. E98.D. 8. 1503-1516
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Fukuchi, Kazuto;Sakuma, Jun. Neutralized Empirical Risk Minimization with Generalization Neutrality Bound. Machine Learning and Knowledge Discovery in Databases. 2014. 8724. 418-433
ｍore...
Books (3)：
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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
2003
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Handbook of Evolutionary Technology: Computation and Applications
近代科学社 2010
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Traveling Salesman Problem, Theory and Applications
Intech 2010
Lectures and oral presentations (30)：
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Privacy-Preserving Evaluation of Generalization Error and Its Application to Model and Attribute Selection
(1st Asian Conference on Machine Learning)
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Applicability of Existing Anonymization Methods to Large Location History Data in Urban Travel
(2012 IEEE International Conference on Systems, Man, and Cybernetics)
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Link Analysis for Private Weighted Graphs
(32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval)
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Enhancement of the Neutrality in Recommendation
(6th ACM Recommender Systems 2012, Workshop on Human Decision Making in Recommender Systems)
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Fairness-aware Classifier with Prejudice Remover Regularizer
(The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) 2012)
ｍore...
Work history (5)：
- 2003/04/01 - 2004/06/30 IBM Research Researcher
- 2004/07/01 - 2007/03/30 Tokyo Institute of Technology Assistant professor
- 2007/04/01 - 2009/03/30 Tokyo Institute of Technology Assistant professor
- 2009/04/01 - 2012/03/31 University of Tsukuba associate professor
- 2009/10/01 - 2013/03 Japan Science and Technology Agency PRESTO researcher
Awards (1)：
- 2008/12/21 - IEEE Computational Intelligence Society IEEE CISJ Young researcher award
Association Membership(s) (1)：
THE JAPANESE SOCIETY FOR ARTIFICIAL INTELLIGENCE
