Education
03/2008 B.E., Department of Materials Engineering, Faculty of Engineering, The University of Tokyo
03/2010 Master of Information Science and Technology, Graduate School of Information Science and Technology, The University of Tokyo
03/2013 Ph.D. (Information Science and Technology), Graduate School of Information Science and Technology, The University of Tokyo
Working
04/2011 -- 03/2013 JSPS Research Fellow (DC2)
09/2011 -- 05/2012 Visiting Scholar at Department of Statistics, Purdue University
04/2013 -- 09/2013 JSPS Research Fellow (PD)
10/2013 -- Assistant Professor at Graduate School of Information Science and Technology, The University of Tokyo
Research
"Distributed Stochastic Optimization of the Regularized Risk" Shin Matsushima, Hyokun Yun, Xinhua Zhang, S.V.N. Vishwanathan, ECML PKDD, 2017
"Asynchronous Feature Extraction for Large-scale Linear Predictors" S. Matsushima ECML PKDD 2016
"Linear Support Vector Machines via Dual Cached Loops" S. Matsushima, S. V. N. Vishwanathan, A. J.Smola, KDD 2012
"Exact Passive-Aggressive Algorithm for Multiclass Classification Using Support Class" S. Matsushima, N. Shimizu, K. Yoshida, T. Ninomiya, H. Nakagawa, SDM 2010
Teaching
Exercises in Mathematical Information Engineering 1C
Laboratory on Mathematical Engineering and Information Physics
Grants
- Grant-in-Aid for Young Scientists(B)
-
Project Year
April 1, 2014～March 31, 2018
-
Budget Amount
FY2014：¥1040000 (Direct：¥800000, Indirect：¥240000)
FY2015：¥1170000 (Direct：¥900000, Indirect：¥270000)
FY2016：¥1560000 (Direct：¥1200000, Indirect：¥360000)
StreamSVM
streamsvm.tar.gz
