Namgil Lee

Assistant Professor


E-mail: namgil.lee(at)kangwon.ac.kr / namgil.lee(at)riken.jp

Tel: +82-33-250-8433
Fax: +82-33-259-5663



Research Interests:

  • High-dimensional statistical modeling
  • Tensor decomposition for big data signal processing
  • Statistical machine learning: Theory and applications
  • Neuroscience (FMRI/EEG) data analysis of functional brain connectivity


News

  • New Affiliation Recently I joined the Department of Statistics, Kangwon National University, Chuncheon, South Korea. My previous email addresses are still valid. Current Affiliation: Assistant ProfessorDepartment of Statistics, Kangwon National University ...
    2017. 4. 5. 오전 7:04에 Namgil Lee님이 게시
  • "Excellent Paper Award" at the ICONIP 2016 Our paper "Nonnegative Tensor Train Decompositions for Multi-Domain Feature Extraction and Clustering" received the "Excellent Paper Award"at the ICONIP 2016, 16-21 October 2016, Kyoto, Japan. This is ...
    2016. 10. 24. 오전 6:08에 Namgil Lee님이 게시
  • ICONIP2016, Kyoto, Japan, 16-21 Oct 2016 I will participate in the conference: The 23rd International Conference on Neural Information Processing (ICONIP2016). Our title of the presentation is "Nonnegative Tensor Train Decompositions for Multi-Domain Feature Extraction ...
    2016. 9. 5. 오후 11:24에 Namgil Lee님이 게시
7개의 게시물 중 1 - 3 더보기 »

Code

  • Singular Value Decomposition Using Tensor Train (N.Lee & A.Cichocki, 2015) ALS and MALS algorithms for EVD/SVD in MATLAB - v201502REFERENCE:Namgil Lee, Andrzej Cichocki. Estimating a Few Extreme Singular Values and Vectors for Large-Scale Matrices in Tensor Train ...
    2015. 8. 25. 오전 7:23에 Namgil Lee님이 게시
  • Conversion of Categorical Variables (N. Lee & J.-M. Kim, 2010) Matlab software for conversion of mixed categorical and numerical variables into numerical variables for binary classificationREFERENCE:Namgil Lee and Jong-Min Kim, Conversion of categorical variables into numerical variables ...
    2016. 3. 17. 오후 7:50에 Namgil Lee님이 게시
2개의 게시물 중 1 - 2 더보기 »