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J-GLOBAL ID:200901043547672827   Update date: Jul. 09, 2020

Kobayashi Manabu

コバヤシ マナブ | Kobayashi Manabu
Affiliation and department:
Job title: Associate Professor
Research field  (4): Intelligent informatics ,  Statistical science ,  Information theory ,  Communication and network engineering
Research keywords  (4): Data mining ,  Machine learning ,  Information theory ,  Coding theory
Research theme for competitive and other funds  (1):
  • Development of Efficient Encoding and Decoding Method for Error Correcting Codes
Papers (53):
  • S. Suzuki, M. Kobayashi, M. Goto. An Estimation Model of Life Change Point by Energy Consumption. The 20th Asia Pacific Industrial Engineering And Management Systems. 2019. ID-309
  • Shigeichi Hirasawa, Gendo Kumoi, Hideki Yagi, Manabu Kobayashi, Masayuki Goto, Tetsuya Sakai, Hiroshige Inazumi. System Evaluation of Ternary Error-Correcting Output Codes for Multiclass Classification Problems*. 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC). 2019
  • 堀井俊佑, 吉田隆弘, 小林学, 松嶋敏泰. Distributed Stochastic Gradient Descent Using LDGM Codes. Proceedings of 2019 IEEE International Symposium on Information Theory (ISIT2019). 2019. 1417-1421
  • Shigeichi Hirasawa, Hideki Yagi, Manabu Kobayashi, Masao Kasahara. Exponential Error Bounds and Decoding Complexity for Block Codes Constructed by Unit Memory Trellis Codes of Branch Length Two. 2019 53rd Annual Conference on Information Sciences and Systems (CISS). 2019
  • K. Mikawa, M. Kobayashi, M. Goto, S. Hirasawa. Proposal for an l_1 Regularized Factorization Machine. Proceedings of the Asia Pacific Industrial Engineering & Management Systems Conference. 2018
more...
MISC (5):
Education (3):
  • 1996 - 1999 Waseda University Graduate School of Science and Engineering Department of Industrial and Management Systems Engineering
  • 1994 - 1996 Waseda University Graduate School of Science and Engineering Department of Industrial and Management Systems Engineering
  • 1990 - 1994 Waseda University Department of Science and Engineering Department of Industrial and Management Systems Engineering
Work history (6):
  • 2018/04 - 現在 Waseda University Professor
  • 2014/04 - 2018/03 Shonan Institute of Technology Professor
  • 2008/04 - 2014/03 Shonan Institute of Technology Associate professor
  • 2002/04 - 2008/03 Shonan Institute of Technology Lecturer
  • 2001/04 - 2002/03 Waseda University Researcher
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