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Optimal distributed stochastic mirror descent for strongly convex optimization

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/s10957-010-9737-7openalex-snapshot
Distributed Stochastic Subgradient Projection Algorithms for Convex Optimization
inferredcites →https://doi.org/10.1016/j.automatica.2015.03.001openalex-snapshot
Distributed convex optimization via continuous-time coordination algorithms with discrete-time communication
inferredcites →https://doi.org/10.1016/j.automatica.2015.11.014openalex-snapshot
Distributed multi-agent optimization subject to nonidentical constraints and communication delays
inferredcites →https://doi.org/10.1016/j.automatica.2016.08.007openalex-snapshot
Initialization-free distributed algorithms for optimal resource allocation with feasibility constraints and application to economic dispatch of power systems
inferredcites →https://doi.org/10.1016/s0167-6377(02)00231-6openalex-snapshot
Mirror descent and nonlinear projected subgradient methods for convex optimization
inferredcites →https://doi.org/10.1109/allerton.2012.6483272openalex-snapshot
Distributed strongly convex optimization
inferredcites →https://doi.org/10.1109/cdc.2008.4739339openalex-snapshot
Subgradient methods and consensus algorithms for solving convex optimization problems
inferredcites →https://doi.org/10.1109/tac.2008.2009515openalex-snapshot
Distributed Subgradient Methods for Multi-Agent Optimization
inferredcites →https://doi.org/10.1109/tac.2010.2041686openalex-snapshot
Constrained Consensus and Optimization in Multi-Agent Networks
inferredcites →https://doi.org/10.1109/tac.2011.2160020openalex-snapshot
Gossip Algorithms for Convex Consensus Optimization Over Networks
inferredcites →https://doi.org/10.1109/tac.2011.2167817openalex-snapshot
On Distributed Convex Optimization Under Inequality and Equality Constraints
inferredcites →https://doi.org/10.1109/tac.2014.2308612openalex-snapshot
Distributed Constrained Optimization by Consensus-Based Primal-Dual Perturbation Method
inferredcites →https://doi.org/10.1109/tac.2014.2364096openalex-snapshot
Distributed Optimization Over Time-Varying Directed Graphs
inferredcites →https://doi.org/10.1109/tcyb.2015.2464255openalex-snapshot
Regularized Primal–Dual Subgradient Method for Distributed Constrained Optimization
inferredcites →https://doi.org/10.1109/tsp.2012.2198470openalex-snapshot
Diffusion Adaptation Strategies for Distributed Optimization and Learning Over Networks
inferredcites →https://doi.org/10.1137/070704277openalex-snapshot
Robust Stochastic Approximation Approach to Stochastic Programming
inferredcites →https://doi.org/10.1137/14096668xopenalex-snapshot
EXTRA: An Exact First-Order Algorithm for Decentralized Consensus Optimization
inferredcites →https://doi.org/10.1137/15m1048896openalex-snapshot
On Convergence Rate of Distributed Stochastic Gradient Algorithm for Convex Optimization with Inequality Constraints
inferredcites →https://doi.org/10.1145/984622.984626openalex-snapshot
Distributed optimization in sensor networks
inferredcites →https://doi.org/10.3182/20140824-6-za-1003.01377openalex-snapshot
Continuous-time Distributed Convex Optimization with Set Constraints

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Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Distributed mirror descent algorithm over unbalanced digraphs based on gradient weighting technique
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Multi-agent Online Optimization
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A Communication-efficient Linearly Convergent Algorithm with Variance Reduction for Distributed Stochastic Optimization
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Gradient-free distributed optimization and nash equilibrium seeking
inferred← citeshttps://doi.org/10.48550/arxiv.1809.02920openalex-snapshot
Communication-Efficient Distributed Strongly Convex Stochastic Optimization: Non-Asymptotic Rates
inferred← citeshttps://doi.org/10.48550/arxiv.1810.11568openalex-snapshot
Distributed Stochastic Approximation for Solving Network Optimization Problems Under Random Quantization
inferred← citeshttps://doi.org/10.48550/arxiv.1901.00214openalex-snapshot
Clustering with Distributed Data
inferred← citeshttps://doi.org/10.48550/arxiv.1912.13222openalex-snapshot
Distributed Stochastic Block Coordinate Descent for Time-Varying Multi-Agent Optimization
inferred← citeshttps://doi.org/10.48550/arxiv.2002.03269openalex-snapshot
Linearly Convergent Algorithm with Variance Reduction for Distributed Stochastic Optimization
inferred← citeshttps://doi.org/10.48550/arxiv.2003.06949openalex-snapshot
RC Circuits based Distributed Conditional Gradient Method
inferred← citeshttps://doi.org/10.48550/arxiv.2009.06747openalex-snapshot
Distributed Mirror Descent with Integral Feedback: Asymptotic Convergence Analysis of Continuous-time Dynamics
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