标题
Communication-efficient algorithms for decentralized and stochastic optimization
作者
关键词
Decentralized optimization, Decentralized machine learning, Communication efficient, Stochastic programming, Nonsmooth functions, Primal–dual method, Complexity, 90C25, 90C06, 90C22, 49M37, 93A14, 90C15
出版物
MATHEMATICAL PROGRAMMING
Volume -, Issue -, Pages -
出版商
Springer Nature
发表日期
2018-12-07
DOI
10.1007/s10107-018-1355-4
参考文献
相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。- Distributed Linearized Alternating Direction Method of Multipliers for Composite Convex Consensus Optimization
- (2018) N. S. Aybat et al. IEEE TRANSACTIONS ON AUTOMATIC CONTROL
- Distributed Optimization Over Time-Varying Directed Graphs
- (2015) Angelia Nedic et al. IEEE TRANSACTIONS ON AUTOMATIC CONTROL
- A Proximal Gradient Algorithm for Decentralized Composite Optimization
- (2015) Wei Shi et al. IEEE TRANSACTIONS ON SIGNAL PROCESSING
- Gradient sliding for composite optimization
- (2015) Guanghui Lan MATHEMATICAL PROGRAMMING
- On the ergodic convergence rates of a first-order primal–dual algorithm
- (2015) Antonin Chambolle et al. MATHEMATICAL PROGRAMMING
- An Accelerated Linearized Alternating Direction Method of Multipliers
- (2015) Yuyuan Ouyang et al. SIAM Journal on Imaging Sciences
- EXTRA: An Exact First-Order Algorithm for Decentralized Consensus Optimization
- (2015) Wei Shi et al. SIAM JOURNAL ON OPTIMIZATION
- Fast Distributed Gradient Methods
- (2014) Dusan Jakovetic et al. IEEE TRANSACTIONS ON AUTOMATIC CONTROL
- On the Linear Convergence of the ADMM in Decentralized Consensus Optimization
- (2014) Wei Shi et al. IEEE TRANSACTIONS ON SIGNAL PROCESSING
- Optimal Primal-Dual Methods for a Class of Saddle Point Problems
- (2014) Yunmei Chen et al. SIAM JOURNAL ON OPTIMIZATION
- Iteration-Complexity of Block-Decomposition Algorithms and the Alternating Direction Method of Multipliers
- (2013) Renato D. C. Monteiro et al. SIAM JOURNAL ON OPTIMIZATION
- Optimal Stochastic Approximation Algorithms for Strongly Convex Stochastic Composite Optimization, II: Shrinking Procedures and Optimal Algorithms
- (2013) Saeed Ghadimi et al. SIAM JOURNAL ON OPTIMIZATION
- On the $O(1/n)$ Convergence Rate of the Douglas–Rachford Alternating Direction Method
- (2012) Bingsheng He et al. SIAM JOURNAL ON NUMERICAL ANALYSIS
- Optimal Stochastic Approximation Algorithms for Strongly Convex Stochastic Composite Optimization I: A Generic Algorithmic Framework
- (2012) Saeed Ghadimi et al. SIAM JOURNAL ON OPTIMIZATION
- Distributed pursuit-evasion without mapping or global localization via local frontiers
- (2011) Joseph W. Durham et al. AUTONOMOUS ROBOTS
- Dual Averaging for Distributed Optimization: Convergence Analysis and Network Scaling
- (2011) J. C. Duchi et al. IEEE TRANSACTIONS ON AUTOMATIC CONTROL
- On Distributed Convex Optimization Under Inequality and Equality Constraints
- (2011) Minghui Zhu et al. IEEE TRANSACTIONS ON AUTOMATIC CONTROL
- Validation analysis of mirror descent stochastic approximation method
- (2011) Guanghui Lan et al. MATHEMATICAL PROGRAMMING
- Incremental proximal methods for large scale convex optimization
- (2011) Dimitri P. Bertsekas MATHEMATICAL PROGRAMMING
- Complexity of Variants of Tseng's Modified F-B Splitting and Korpelevich's Methods for Hemivariational Inequalities with Applications to Saddle-point and Convex Optimization Problems
- (2011) Renato D. C. Monteiro et al. SIAM JOURNAL ON OPTIMIZATION
- Asynchronous Broadcast-Based Convex Optimization Over a Network
- (2010) Angelia Nedic IEEE TRANSACTIONS ON AUTOMATIC CONTROL
- A First-Order Primal-Dual Algorithm for Convex Problems with Applications to Imaging
- (2010) Antonin Chambolle et al. JOURNAL OF MATHEMATICAL IMAGING AND VISION
- Distributed Stochastic Subgradient Projection Algorithms for Convex Optimization
- (2010) S. Sundhar Ram et al. JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS
- An optimal method for stochastic composite optimization
- (2010) Guanghui Lan MATHEMATICAL PROGRAMMING
- On the Complexity of the Hybrid Proximal Extragradient Method for the Iterates and the Ergodic Mean
- (2010) Renato D. C. Monteiro et al. SIAM JOURNAL ON OPTIMIZATION
- Distributed Subgradient Methods for Multi-Agent Optimization
- (2009) Angelia Nedic et al. IEEE TRANSACTIONS ON AUTOMATIC CONTROL
- Incremental Stochastic Subgradient Algorithms for Convex Optimization
- (2009) S. Sundhar Ram et al. SIAM JOURNAL ON OPTIMIZATION
- Robust Stochastic Approximation Approach to Stochastic Programming
- (2009) A. Nemirovski et al. SIAM JOURNAL ON OPTIMIZATION
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