Soma Tasuku

J-GLOBAL         Last updated: Jun 25, 2019 at 19:30
 
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Name
Soma Tasuku
E-mail
tasuku_somamist.i.u-tokyo.ac.jp
Affiliation
The University of Tokyo
Section
The Graduate School of Information Science and Technology Department of Mathematical Informatics
Research funding number
90784827
ORCID ID
0000-0001-9519-2487

Research Areas

 
 

Academic & Professional Experience

 
Apr 2016
 - 
Today
Assistant Professor, The University of Tokyo
 
Apr 2014
 - 
Mar 2016
JSPS Research Fellow (DC2)
 
Apr 2013
 - 
Mar 2014
Research Assistant of ERATO Kawarabayashi Large Graph Project
 

Education

 
Apr 2013
 - 
Mar 2016
Mathematical Informatics, Graduate School of Information Science and Technology, University of Tokyo
 
Apr 2011
 - 
Mar 2013
Research Institute of Mathematical Sciences, Graduate School of Science, Kyoto University
 
Apr 2007
 - 
Mar 2011
Faculty of Science, Kyoto University
 

Awards & Honors

 
Mar 2016
Department Award, The University of Tokyo, Graduate School of Information Science and Technology
 
Sep 2013
Student Paper Award, Operations Research Society of Japan
 

Research Grants & Projects

 
JST: ACT-I
Project Year: Oct 2017 - Mar 2019    Investigator(s): Soma Tasuku
Project Year: Sep 2016 - Mar 2018    Investigator(s): Soma Tasuku

Published Papers

 
Tasuku Soma, Yuichi Yoshida
Proceedings of the 30th Annual ACM-SIAM Symposium on Discrete Algorithms (SODA)   2570-2581   Jan 2019   [Refereed]
Fast greedy algorithms for dictionary selection with generalized sparsity constraints
Kaito Fujii and Tasuku Soma
Advances in Neural Information Processing Systems (NeurIPS)      Dec 2018   [Refereed]
Tasuku Soma and Yuichi Yoshida
Proceedings of the 45th International Colloquium on Automata, Languages, and Programming (ICALP)      Jul 2018   [Refereed]
Zhening Li, Yuji Nakatsukasa, Tasuku Soma, and André Uschmajew
SIAM Journal on Matrix Analysis and Applications   39(1) 400-425   Mar 2018   [Refereed]
Tasuku Soma and Yuichi Yoshida
Mathematical Programming      Aug 2018   [Refereed][Invited]
Non-monotone DR-Submodular Function Maximization
Tasuku Soma, Yuichi Yoshida
Proceedings of the 31st AAAI Conference on Artificial Inteligence      Mar 2017   [Refereed]
Regret Ratio Minimization in Multi-objective Submodular Function Maximization
Tasuku Soma, Yuichi Yoshida
Proceedings of the 31st AAAI Conference on Artificial Inteligence      Mar 2017   [Refereed]
Yuji Nakatsukasa, Tasuku Soma, André Uschmajew
Mathematical Programming   162(1-2) 325-361   Mar 2017   [Refereed]
Tasuku Soma, Yuichi Yoshida
ACM-SIAM Symposium on Discrete Algorithms (SODA)      2016   [Refereed]
Tasuku Soma, Yuichi Yoshida
Integer Programming and Combinatorial Optimization (IPCO)   325-336   2016   [Refereed]
Tasuku Soma
EEE Transactions on Information Theory   62(2) 870-875   2016   [Refereed]
A Generalization of Submodular Cover via the Diminishing Return Property on the Integer Lattice
Tasuku Soma, Yuichi Yoshida
Advances in Neural Information Processing Systems (NIPS)      2015   [Refereed]
Optimal Budget Allocation: Theoretical Guarantee and Efficient Algorithm
Tasuku Soma, Naonori Kakimura, Kazuhiro Inaba, Ken-ichi Kawarabayash
International Conference on Machine Learning (ICML)      Jun 2014
Tasuku Soma
IEEE International Symposium on Information Theory (ISIT)   1191-1195   Jun 2014
Tasuku Soma
SIAM Journal on Discrete Mathematics   28(1) 490-502   2014   [Refereed]
Tasuku Soma
Integer Programming and Combinatorial Optimization (IPCO)      Mar 2013