Namgil Lee

23 papers C 1Journal 20Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
A shrinkage-based statistical method for testing group mean differences in quantitative bottom-up proteomics.
BMC Bioinform.
Namgil Lee, Hojin Yoo, Juhyoung Kim, Heejung Yang
2021 J jnl
A surrogate loss function for optimization of F
CoRR
Namgil Lee, Heejung Yang, Hojin Yoo
2018 — conf
Block Tensor Train Decomposition for Missing Value Imputation.
APSIPA
Namgil Lee
2018 J jnl
Fundamental tensor operations for large-scale data analysis using tensor network formats.
Multidimens. Syst. Signal Process.
Namgil Lee, Andrzej Cichocki
2017 J jnl
Robust Multilinear Tensor Rank Estimation Using Higher Order Singular Value Decomposition and Information Criteria.
IEEE Trans. Signal Process.
Tatsuya Yokota, Namgil Lee, Andrzej Cichocki
2017 J jnl
Tensor Networks for Dimensionality Reduction and Large-Scale Optimizations. Part 2 Applications and Future Perspectives.
CoRR
Andrzej Cichocki, Anh Huy Phan, Qibin Zhao, Namgil Lee, Ivan V. Oseledets, Masashi Sugiyama, Danilo P. Mandic
2017 J jnl
Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 2 Applications and Future Perspectives.
Found. Trends Mach. Learn.
Andrzej Cichocki, Anh Huy Phan, Qibin Zhao, Namgil Lee, Ivan V. Oseledets, Masashi Sugiyama, Danilo P. Mandic
2016 J jnl
Bayes shrinkage estimation for high-dimensional VAR models with scale mixture of normal distributions for noise.
Comput. Stat. Data Anal.
Namgil Lee, Hyemi Choi, Sung-Ho Kim
2016 J jnl
Low-Rank Tensor Networks for Dimensionality Reduction and Large-Scale Optimization Problems: Perspectives and Challenges PART 1.
CoRR
Andrzej Cichocki, Namgil Lee, Ivan V. Oseledets, Anh Huy Phan, Qibin Zhao, Danilo P. Mandic
2016 — conf
Nonnegative Tensor Train Decompositions for Multi-domain Feature Extraction and Clustering.
ICONIP (3)
Namgil Lee, Anh Huy Phan, Fengyu Cong, Andrzej Cichocki
2016 J jnl
Regularized Computation of Approximate Pseudoinverse of Large Matrices Using Low-Rank Tensor Train Decompositions.
SIAM J. Matrix Anal. Appl.
Namgil Lee, Andrzej Cichocki
2016 J jnl
Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 1 Low-Rank Tensor Decompositions.
Found. Trends Mach. Learn.
Andrzej Cichocki, Namgil Lee, Ivan V. Oseledets, Anh Huy Phan, Qibin Zhao, Danilo P. Mandic
2015 J jnl
Estimating a Few Extreme Singular Values and Vectors for Large-Scale Matrices in Tensor Train Format.
SIAM J. Matrix Anal. Appl.
Namgil Lee, Andrzej Cichocki
2015 J jnl
Regularized Computation of Approximate Pseudoinverse of Matrices Using Low-Rank Tensor Train Decompositions.
CoRR
Namgil Lee, Andrzej Cichocki
2014 C conf
Big Data Matrix Singular Value Decomposition Based on Low-Rank Tensor Train Decomposition.
ISNN
Namgil Lee, Andrzej Cichocki
2014 J jnl
Fundamental Tensor Operations for Large-Scale Data Analysis in Tensor Train Formats.
CoRR
Namgil Lee, Andrzej Cichocki
2014 J jnl
Very Large-Scale Singular Value Decomposition Using Tensor Train Networks.
CoRR
Namgil Lee, Andrzej Cichocki
2013 J jnl
A shrinkage method for causal network detection of brain regions.
Int. J. Imaging Syst. Technol.
Fayyaz Ahmad, Namgil Lee, Eunwoo Kim, Sung-Ho Kim, Hyun Wook Park
2010 J jnl
Conversion of categorical variables into numerical variables via Bayesian network classifiers for binary classifications.
Comput. Stat. Data Anal.
Namgil Lee, Jong-Min Kim
2009 J jnl
An Improved Power Estimation for Mobile Satellite Communication Systems.
Int. J. Commun. Netw. Syst. Sci.
Byounggi Kim, Namgil Lee, Sangjin Ryoo
2009 J jnl
Performance Analysis of the D-STTD Communication System with AMC Scheme.
Int. J. Commun. Netw. Syst. Sci.
Jeonghwan Lee, Gilsang Yoon, Namgil Lee, Sangjin Ryoo, Cheolwoo You, Intae Hwang
2009 J jnl
Power Control Schemes for Land Mobile Satellite Communication Systems.
J. Inform. and Commun. Convergence Engineering
Namgil Lee, Intae Hwang, Seong-Hwan Kim, Cheol-Hun Na, Sangjin Ryoo
2008 J jnl
Parameterized cross-validation for nonlinear regression models.
Neurocomputing
Imhoi Koo, Namgil Lee, Rhee Man Kil