Concepedia

Namgil Lee

NL

Statistics

Publications

11

Citations

739

H-Index

11

Active since

2009

Affiliations

Kangwon National University(Current)

RIKEN Center for Brain Science

University of Minnesota Morris

Skolkovo Institute of Science and Technology

Korea Advanced Institute of Science and Technology

Namgil Lee is an author at Kangwon National University specializing in computing, computer science, and dimensionality reduction.

ORCID

Publications per year

2009–2021

11

Publications

11

Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 1 Low-Rank Tensor Decompositions

Andrzej Cichocki, Namgil Lee, Ivan Oseledets et al. · Foundations and Trends® in Machine Learning · 2016 · 433 citations · Full text

, , +17

Robust Multilinear Tensor Rank Estimation Using Higher Order Singular Value Decomposition and Information Criteria

Tatsuya Yokota, Namgil Lee, Andrzej Cichocki · IEEE Transactions on Signal Processing · 2016 · 74 citations · Full text

, , +10

Fundamental tensor operations for large-scale data analysis using tensor network formats

Namgil Lee, Andrzej Cichocki · Multidimensional Systems and Signal Processing · 2017 · 62 citations

, , +8

Estimating a Few Extreme Singular Values and Vectors for Large-Scale Matrices in Tensor Train Format

Namgil Lee, Andrzej Cichocki · SIAM Journal on Matrix Analysis and Applications · 2015 · 33 citations · Full text

, , +16

A Copula Nonlinear Granger Causality

Jong‐Min Kim, Namgil Lee, Sun Young Hwang · Economic Modelling · 2019 · 26 citations

, , +8

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