ABOUT ME

Welcome! This is Masahiro Kobayashi's website.
I am interested in Statistical machine learning.

Affiliation : Ph.D. course, Dept. of Computer Science and Engineering, Toyohashi University of Technology
Laboratory : Learning and Inference Systems Lab
Academic Societies : The Institute of Electronics, Information and Communication Engineers
E-mail:kobayashi [at]  lisl.cs.tut.ac.jp

NEWS & TOPICS

  • 2020, 3/25: The article was accepted in Neurocomputing (journal).
    Masahiro Kobayashi, Kazuho Watanabe, "Generalized Dirichlet-process-means for f-separable distortion measures" <arXiv>
  • 2020, 3/20: The article was accepted in IJCNN2020.
    Daisuke Kaji, Kazuho Watanabe, Masahiro Kobayashi, "Multi-Decoder RNN Autoencoder Based on Variational Bayes Method"
  • 2019, 11/27: I presented in SITA2019 in November 2019.
    Masahiro Kobayashi,Kazuho Watanabe,"Robust Non-Negative Matrix Factorization based on f-Separable Bregman Distortion Measures" (in Japanese)
  • 2019, 8/13: I presented in DSSV2019 in August 2019.
    Masahiro Kobayashi,Kazuho Watanabe,"Unbiased Estimation Equation Under f-Separable Extension of Squared and Itakura-Saito Distances"
  • 2019, 7/26: I presented in Technical Committee on Information Theory in July 2019.
    Masahiro Kobayashi,Kazuho Watanabe,"Unbiased Estimation Equation for f-Separable Bregman Distortion Measures and the Properties of Its Estimators" (in Japanese)
  • 2019, 2/1: I uploaded the paper to arXiv.
    Masahiro Kobayashi, Kazuho Watanabe, "Generalized Dirichlet-process-means for f-separable distortion measures"
  • 2018, 12/20: I presented in SITA2018 in December 2018.
    Masahiro Kobayashi,Kazuho Watanabe,"Dirichlet-Process-Means for f-Separable Distortion Measures and Analysis of Robustness" (in Japanese)
  • 2018, 11/5: I presented in IBIS2018 in November 2018.
    Masahiro Kobayashi,Kazuho Watanabe,"Generalized Dirichlet-Process-Means with f-Mean and Analysis of Influence Function" (in Japanese)
  • 2018, 10/29: I presented in ISITA2018 in October 2018.
    Masahiro Kobayashi, Kazuho Watanabe, "Generalized Dirichlet-Process-Means for Robust and Maximum Distortion Criteria"
  • 2018, 10/12: I was adopted as a special researcher (DC2) of the Japan Society for the Promotion of Science.
  • 2018, 7/6: The article was accepted in ISITA2018. I will present in singapore in October 2018.
    Masahiro Kobayashi, Kazuho Watanabe, "Generalized Dirichlet-Process-Means for Robust and Maximum Distortion Criteria"
  • 2018, 6/18: I won IEICE Tokai Section Student Award 2017.
  • 2018, 5/1: The number of paper downloads is second.(Entering Top 4 for 16 consecutive months : 2019/4/8)
    Masahiro Kobayashi,Kazuho Watanabe,"A rate-distortion theoretic view of Dirichlet process means clustering," (in Japanese) <Open access is here>
  • 2018, 4/4: I enrolled Ph.D. course, TUT.
  • 2018, 3/30: Release this website.