Lee, Soomin
- Communication-Efficient Algorithms for Decentralized and Stochastic Optimization
2017/01/14 by Guanghui Lan, Lan, Guanghui, Soomin Lee +3 · 7 citations
Computer Science · #Distributed Control Multi-Agent Systems #Stochastic Gradient Optimization Techniques #Cooperative Communication and Network Coding
- Uncertainty Guided Policy for Active Robotic 3D Reconstruction using Neural Radiance Fields
2022/09/17 by Soomin Lee, Le Chen, Lee, Soomin +9 · 6 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Advanced Vision and Imaging #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Robotics (cs.RO)
- On the Sublinear Regret of Distributed Primal-Dual Algorithms for Online Constrained Optimization
2017/05/31 by Soomin Lee, Lee, Soomin, Michael M. Zavlanos +1 · 5 citations
Computer Science · Engineering · #Distributed Control Multi-Agent Systems #Advanced Wireless Network Optimization #Cooperative Communication and Network Coding
- A Dual Approach for Optimal Algorithms in Distributed Optimization over Networks
2018/09/03 by Uribe, César A., Lee, Soomin, Gasnikov, Alexander +1 · 2 citations
#Distributed #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (stat.ML) #Multiagent Systems (cs.MA) #Optimization and Control (math.OC) #Parallel #Systems and Control (eess.SY) #and Cluster Computing (cs.DC) #electronic engineering #information engineering
- Asynchronous Gossip-Based Random Projection Algorithms Over Networks
2013/04/05 by Soomin Lee, Lee, Soomin, Angelia Nedich +1 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Distributed Control Multi-Agent Systems #FOS: Electrical engineering #FOS: Mathematics #Gene Regulatory Network Analysis #Neural Networks Stability and Synchronization #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
- On Stochastic Subgradient Mirror-Descent Algorithm with Weighted Averaging
2013/07/07 by Nedich, Angelia, Lee, Soomin · 1 citation
#FOS: Electrical engineering #FOS: Mathematics #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Complexity Certification of a Distributed Augmented Lagrangian Method
2017/05/31 by Lee, Soomin, Chatzipanagiotis, Nikolaos, Zavlanos, Michael M. · 1 citation
#FOS: Mathematics #Optimization and Control (math.OC)
- Optimal Algorithms for Distributed Optimization
2017/12/01 by César A. Uribe, Soomin Lee, Uribe, César A. +5 · 1 citation
Computer Science · Engineering · #Computational Complexity (cs.CC) #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (stat.ML) #Multiagent Systems (cs.MA) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #Systems and Control (eess.SY) #electronic engineering #information engineering
- Hyperfast Second-Order Local Solvers for Efficient Statistically Preconditioned Distributed Optimization
2021/02/16 by Dvurechensky, Pavel, Kamzolov, Dmitry, Lukashevich, Aleksandr +4 · 1 citation
#FOS: Mathematics #Optimization and Control (math.OC)