Rchr
J-GLOBAL ID:200901003113290665   Update date: Nov. 03, 2018

Kohei Hatano

Kohei Hatano
Affiliation and department:
Job title: Associate Professor
Other affiliations (1):
Homepage URL  (1): https://sites.google.com/view/koheihatano/
Research field  (2): 情報学基礎 ,  知能情報学
Research keywords  (4): online learning ,  boosting ,  computatinal learning theory ,  machine learning
Research theme for competitive and other funds  (3):
  • 2011 - 2013 Boosting and Online Learning Techniques for Ranking Problems and Their Applications
  • 2010 - 2012 Foundational technology for light-weight XML-DBMS based on very fast compressed data stream processing
  • 2009 - 2010 Efficient Learning of Maximum Margin Sparse Hyperplanes wih Bias
Papers (44):
  • Kosuke Matsumoto,Kohei Hatano,Eiji Takimoto. Decision Diagrams for Solving a Job Scheduling Problem Under Precedence Constraints. 17th International Symposium on Experimental Algorithms, SEA 2018, June 27-29, 2018, L'Aquila, Italy. 2018. 5:1-5:12
  • Takahiro Fujita,Kohei Hatano,Eiji Takimoto. Boosting over Non-deterministic ZDDs. WALCOM: Algorithms and Computation - 12th International Conference, WALCOM 2018, Dhaka, Bangladesh, March 3-5, 2018, Proceedings. 2018. 195-206
  • Kohei Hatano. Can Machine Learning Techniques Provide Better Learning Support for Elderly People?. Distributed, Ambient and Pervasive Interactions: Technologies and Contexts - 6th International Conference, DAPI 2018, Held as Part of HCI International 2018, Las Vegas, NV, USA, July 15-20, 2018, Proceedings, Part II. 2018. 178-187
  • Takahiro Fujita,Kohei Hatano,Shuji Kijima,Eiji Takimoto. Online Combinatorial Optimization with Multiple Projections and Its Application to Scheduling Problem. IEICE Transactions. 2018. 101-A. 9. 1334-1343
  • Ken-ichiro Moridomi,Kohei Hatano,Eiji Takimoto. Tighter Generalization Bounds for Matrix Completion Via Factorization Into Constrained Matrices. IEICE Transactions. 2018. 101-D. 8. 1997-2004
more...
MISC (27):
more...
Professional career (1):
  • Doctor of Science
Work history (4):
  • 2010/04 - 2015/07 Kyushu University Assistant Professor
  • 2015/08 - 2017/11 Kyushu University Associate Professor
  • 2017/11 - 現在 Kyushu University Associate Professor
  • 2016/10 - 現在 RIKEN Team Leader, Computational Learning Theory Team
Awards (1):
  • 2018/03 - WALCOM 2018 Best Paper Award Boosting over Non-deterministic ZDDs
※ Researcher’s information displayed in J-GLOBAL is based on the information registered in researchmap. For details, see here.

Return to Previous Page