Embedded Files
I am currently an associate professor in the Department of Information Statistics at Kangwon National University and the chief research scientist at Bionsight, Inc. Previously I was a research scientist at the Cichocki Laboratory for Advanced Brain Signal Processing at RIKEN Brain Science Institute, Japan. My research interests lie in
Multivariate statistical models,
Tensor methods, and
Machine learning,
with applications to Drug discovery and Neuroimaging. Find more details and updated news in this homepage.
Affiliation
Affiliation
Associate Professor
Associate Professor
Department of Information Statistics, Kangwon National University
Gangwondaehak-gil 1, Chuncheon, Gangwon 24341, Republic of Korea
E-mail: namgil.lee(at)kangwon.ac.kr
Tel: +82-33-250-8433
Fax: +82-33-259-5663
Chief Research Scientist
Chief Research Scientist
Unit 418, 58 Wangsimni-ro, Seongdong-gu, Seoul 04778, Republic of Korea
Research Interests
Research Interests
Multivariate Statistics
Multivariate Statistics
Probabilistic Graphical Models
Multivariate Time Series Models
Machine Learning
Machine Learning
Learning Theory and Algorithms
Generalization, Imbalanced Data, Semi-supervised Learning
Deep Neural Networks
Nonlinear Regression and Classification, Generative Models
Tensor Methods
Tensor Methods
Tensor Networks / Tensorized Neural Networks
Applications: Large Scale Optimization, Tensor Completion, Recommender Systems, Tensor Regression
Drug Discovery
Drug Discovery
Drug-Target Interaction
Chemical Proteomics
Neuroimaging
Neuroimaging
Functional Connectivity Analysis for FMRI / EEG
Page updated
Google Sites
Report abuse