Soomin Lee - Concepedia

Author

Soomin Lee

Duke University ORCID

Also Known As

Lee, Soomin, Soomin LEE, Soomin Lee

Publications

Citations

H-Index

Concepts

All Affiliations

Duke University University of Illinois Urbana-Champaign Georgia Institute of Technology Yahoo (United States)Arizona State University

About

Soomin Lee is an author at Duke University specializing in engineering, computer science, and mathematical programming.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	14	14	731
2	Business	4	4	102
3	Health Sciences	1	1	21
4	Language Studies	1	1	26
5	Applied Physiology	1	1	21

Soomin Lee

Publications

938

Citations

H-Index

Page 1

	Year	Citations
Distributed Random Projection Algorithm for Convex Optimization Soomin Lee, Angelia Nedić IEEE Journal of Selected Topics in Signal Processing	2013	196
Communication-efficient algorithms for decentralized and stochastic optimization Guanghui Lan, Soomin Lee, Yi Zhou Mathematical Programming EngineeringStochastic OptimizationDistributed Constraint OptimizationDistributed Ai SystemComputer Science	2018	195
On Stochastic Subgradient Mirror-Descent Algorithm with Weighted Averaging Angelia Nedić, Soomin Lee SIAM Journal on Optimization Mathematical ProgrammingEngineeringMachine LearningContinuous OptimizationStochastic Optimization	2014	101
Stochastic Dual Averaging for Decentralized Online Optimization on Time-Varying Communication Graphs Soomin Lee, Angelia Nedić, Maxim Raginsky IEEE Transactions on Automatic Control Mathematical ProgrammingEngineeringNetwork AnalysisDecentralized Online OptimizationGlobal Decision Vector	2017	91
Asynchronous Gossip-Based Random Projection Algorithms Over Networks Soomin Lee, Angelia Nedić IEEE Transactions on Automatic Control Error BoundPopulation ProtocolNetwork ScienceEngineeringNetwork Algorithm	2015	88
Decentralized online optimization with global objectives and local communication Angelia Nedić, Soomin Lee, Maxim Raginsky Mathematical ProgrammingLarge-scale Global OptimizationEngineeringOnline ProblemStochastic Optimization	2015	37
On the Sublinear Regret of Distributed Primal-Dual Algorithms for Online Constrained Optimization Soomin Lee, Michael M. Zavlanos arXiv (Cornell University) Mathematical ProgrammingSublinear RegretDistributed Online OptimizationEngineeringDistributed Primal-dual Algorithms	2017	34
Distributed primal-dual methods for online constrained optimization Soomin Lee, Michael M. Zavlanos Mathematical ProgrammingGlobal ConstraintsEngineeringDistributed AlgorithmsEdge Computing	2016	29
Select, Extract and Generate: Neural Keyphrase Generation with Layer-wise Coverage Attention Wasi Uddin Ahmad, Xiao Bai, Soomin Lee, Artificial IntelligenceEngineeringLanguage ProcessingText MiningNatural Language Processing	2021	26
Complexity Certification of a Distributed Augmented Lagrangian Method Soomin Lee, Nikolaos Chatzipanagiotis, Michael M. Zavlanos IEEE Transactions on Automatic Control Numerical AnalysisLinear ConstraintsLarge-scale Global OptimizationComputational Complexity TheoryEngineering	2017	25

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