School personnel information

写真b

KAWAHARA Yoshinobu


Keyword

Machine Learning, Data Mining

Mail Address

Mail Address

URL

http://www.ar.sanken.osaka-u.ac.jp/~kawahara/

Organization 【 display / non-display

  • 2009.10.01 - 2013.03.31, The Institute of Scientific and Industrial Research, Assistant Professor

  • 2013.04.01 - , The Institute of Scientific and Industrial Research, Associate Professor

Education 【 display / non-display

The University of Tokyo Faculty of Engineering  Graduated 2003.03
The University of Tokyo Graduate School, Division of Engineering Department of Aeronautics and Astronautics Completed Master of Engineering 2005.03
The University of Tokyo Graduate School, Division of Engineering Department of Aeronautics and Astronautics Completed Doctor of Engineering 2008.03
 

Academic Papers 【 display / non-display

  • Nonparametric Bayesian learning of Koopman spectrums in nonlinear dynamical systems, Y. Kawahara,The 2017 International Symposium on Nonlinear Theory and Its Applications, 2017.12, Conference Report / Oral Presentation

  • Subspace dynamic mode decomposition for stochastic Koopman analysis, N. Takeishi, Y. Kawahara and T. Yairi, Physical Review E,96 03310, 2017.09, Papers

  • Bayesian dynamic mode decomposition, N. Takeishi, Y. Kawahara, Y. Tabei and T. Yairi, Proceedings of the 26th International Joint Conference on Artificial Intelligence (IJCAI'17), 2814-2821, 2017.07, Conference Report / Oral Presentation

  • Data-driven Modeling of Dynamical Systems, Y. Kawahara,Osaka CTSR - RIKEN iTHES/iTHEMS - Kali IPMU Joint Symposium, 2017.06, Conference Report / Oral Presentation

  • Learning Koopman invariant subspaces for dynamic mode decomposition, N. Takeishi, Y. Kawahara and T. Yairi, Advances in Neural Information Processing Systems 30, 1130-1140, 2017.04, Conference Report / Oral Presentation

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