Concepedia

Seung-Jean Kim

SK

Statistics

Publications

23

Citations

6.7K

H-Index

19

Active since

1999

Affiliations

Stanford University(Current)

Seoul National University

Seung-Jean Kim is an author at Stanford University specializing in engineering, computer science, and inverse problems.

Top concepts

EngineeringComputer ScienceData ScienceInverse ProblemsSignal ProcessingMachine LearningMathematical ProgrammingStatisticsPattern RecognitionApproximation Theory

Publications per year

1999–2012

23

Publications

23

An Interior-Point Method for Large-Scale -Regularized Least Squares

Seung-Jean Kim, Kwangmoo Koh, Michael Lustig et al. · IEEE Journal of Selected Topics in Signal Processing · 2007 · 2.1K citations

Numerical Analysis, Engineering, Machine Learning +17

A tutorial on geometric programming

Stephen Boyd, Seung-Jean Kim, Lieven Vandenberghe et al. · Optimization and Engineering · 2007 · 1.2K citations

Geometric Modeling, Mathematical Programming, Engineering +8

Distributed average consensus with least-mean-square deviation

Lin Xiao, Stephen Boyd, Seung-Jean Kim · Journal of Parallel and Distributed Computing · 2006 · 1.1K citations

Cluster Computing, Distributed Coordination, Average Consensus +3

$\ell_1$ Trend Filtering

Seung-Jean Kim, Kwangmoo Koh, Stephen Boyd et al. · SIAM Review · 2009 · 606 citations

Statistical Signal Processing, Engineering, Filtering Technique +7

An Interior-Point Method for Large-Scale l 1 -Regularized Logistic Regression

Kwangmoo Koh, Seung-Jean Kim, Stephen Boyd · 2007 · 523 citations

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