Namgil Lee

According to our database1, Namgil Lee authored at least 22 papers between 2008 and 2021.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2021
A surrogate loss function for optimization of F<sub>β</sub> score in binary classification with imbalanced data.
CoRR, 2021

2018
Fundamental tensor operations for large-scale data analysis using tensor network formats.
Multidimens. Syst. Signal Process., 2018

Block Tensor Train Decomposition for Missing Value Imputation.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2018

2017
Robust Multilinear Tensor Rank Estimation Using Higher Order Singular Value Decomposition and Information Criteria.
IEEE Trans. Signal Process., 2017

Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 2 Applications and Future Perspectives.
Found. Trends Mach. Learn., 2017

Tensor Networks for Dimensionality Reduction and Large-Scale Optimizations. Part 2 Applications and Future Perspectives.
CoRR, 2017

2016
Regularized Computation of Approximate Pseudoinverse of Large Matrices Using Low-Rank Tensor Train Decompositions.
SIAM J. Matrix Anal. Appl., 2016

Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 1 Low-Rank Tensor Decompositions.
Found. Trends Mach. Learn., 2016

Bayes shrinkage estimation for high-dimensional VAR models with scale mixture of normal distributions for noise.
Comput. Stat. Data Anal., 2016

Low-Rank Tensor Networks for Dimensionality Reduction and Large-Scale Optimization Problems: Perspectives and Challenges PART 1.
CoRR, 2016

Nonnegative Tensor Train Decompositions for Multi-domain Feature Extraction and Clustering.
Proceedings of the Neural Information Processing - 23rd International Conference, 2016

2015
Estimating a Few Extreme Singular Values and Vectors for Large-Scale Matrices in Tensor Train Format.
SIAM J. Matrix Anal. Appl., 2015

Regularized Computation of Approximate Pseudoinverse of Matrices Using Low-Rank Tensor Train Decompositions.
CoRR, 2015

2014
Fundamental Tensor Operations for Large-Scale Data Analysis in Tensor Train Formats.
CoRR, 2014

Very Large-Scale Singular Value Decomposition Using Tensor Train Networks.
CoRR, 2014

Big Data Matrix Singular Value Decomposition Based on Low-Rank Tensor Train Decomposition.
Proceedings of the Advances in Neural Networks - ISNN 2014, 2014

2013
A shrinkage method for causal network detection of brain regions.
Int. J. Imaging Syst. Technol., 2013

2010
Conversion of categorical variables into numerical variables via Bayesian network classifiers for binary classifications.
Comput. Stat. Data Anal., 2010

2009
Power Control Schemes for Land Mobile Satellite Communication Systems.
J. Inform. and Commun. Convergence Engineering, 2009

Performance Analysis of the D-STTD Communication System with AMC Scheme.
Int. J. Commun. Netw. Syst. Sci., 2009

An Improved Power Estimation for Mobile Satellite Communication Systems.
Int. J. Commun. Netw. Syst. Sci., 2009

2008
Parameterized cross-validation for nonlinear regression models.
Neurocomputing, 2008


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