Concepedia
Statistics
Publications
16
Citations
938
H-Index
15
Active since
2013
Affiliations
Duke University(Current)
University of Illinois Urbana-Champaign
Georgia Institute of Technology
Yahoo (United States)
Arizona State University
Soomin Lee is an author at Duke University specializing in engineering, computer science, and mathematical programming.
Top concepts
EngineeringComputer ScienceMathematical ProgrammingConvex OptimizationNetwork AnalysisDistributed OptimizationNetwork ScienceStochastic OptimizationCombinatorial OptimizationBusiness
Publications per year
2013–2022
Distributed Random Projection Algorithm for Convex Optimization
Soomin Lee, Angelia Nedić · IEEE Journal of Selected Topics in Signal Processing · 2013 · 196 citations · Full text
Communication-efficient algorithms for decentralized and stochastic optimization
Guanghui Lan, Soomin Lee, Yi Zhou · Mathematical Programming · 2018 · 195 citations
Engineering, Stochastic Optimization, Distributed Constraint Optimization +4
On Stochastic Subgradient Mirror-Descent Algorithm with Weighted Averaging
Angelia Nedić, Soomin Lee · SIAM Journal on Optimization · 2014 · 101 citations
Mathematical Programming, Engineering, Machine Learning +13
Stochastic Dual Averaging for Decentralized Online Optimization on Time-Varying Communication Graphs
Soomin Lee, Angelia Nedić, Maxim Raginsky · IEEE Transactions on Automatic Control · 2017 · 91 citations
Mathematical Programming, Engineering, Network Analysis +16
Asynchronous Gossip-Based Random Projection Algorithms Over Networks
Soomin Lee, Angelia Nedić · IEEE Transactions on Automatic Control · 2015 · 88 citations
Error Bound, Population Protocol, Network Science +13
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