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Exact Diffusion for Distributed Optimization and Learning—Part I: Algorithm Development

https://doi.org/10.1109/tsp.2018.2875898

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What this work says

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

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Stochastic gradient descent, weighted sampling, and the randomized Kaczmarz algorithm

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Practical methods of optimization

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Convex Optimization

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Markov Chains

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Equilibrium distributions for an open migration process

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Monte Carlo sampling methods using Markov chains and their applications

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Detection, classification, and tracking of targets

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Consensus Filters for Sensor Networks and Distributed Sensor Fusion

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Augmented distributed gradient methods for multi-agent optimization under uncoordinated constant stepsizes

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Harnessing smoothness to accelerate distributed optimization

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Instrumenting the world with wireless sensor networks

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Gossip Algorithms for Distributed Signal Processing

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Adaptive Networks

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A Simplified Stability Criterion for Linear Discrete Systems

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Convergence Rate Analysis of Distributed Gossip (Linear Parameter) Estimation: Fundamental Limits and Tradeoffs

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Distributed Pareto Optimization via Diffusion Strategies

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Monitoring and Optimization for Power Grids: A Signal Processing Perspective

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Diffusion Strategies for Distributed Kalman Filtering and Smoothing

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Dual Averaging for Distributed Optimization: Convergence Analysis and Network Scaling

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Distributed Optimization Over Time-Varying Directed Graphs

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Distributed Parameter Estimation in Sensor Networks: Nonlinear Observation Models and Imperfect Communication

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On the Learning Behavior of Adaptive Networks—Part II: Performance Analysis

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On the Learning Behavior of Adaptive Networks—Part I: Transient Analysis

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Multirobot Active Target Tracking With Combinations of Relative Observations

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NEXT: In-Network Nonconvex Optimization

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Fast Distributed Average Consensus Algorithms Based on Advection-Diffusion Processes

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Distributed Sparse Linear Regression

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Diffusion Adaptation Strategies for Distributed Optimization and Learning Over Networks

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A Sparsity Promoting Adaptive Algorithm for Distributed Learning

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D-ADMM: A Communication-Efficient Distributed Algorithm for Separable Optimization

inferredcites →https://doi.org/10.1109/tsp.2014.2304432openalex-snapshot

On the Linear Convergence of the ADMM in Decentralized Consensus Optimization

inferredcites →https://doi.org/10.1109/tsp.2014.2331615openalex-snapshot

Adaptive Penalty-Based Distributed Stochastic Convex Optimization

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Multi-Agent Distributed Optimization via Inexact Consensus ADMM

inferredcites →https://doi.org/10.1109/tsp.2014.2385045openalex-snapshot

Dictionary Learning Over Distributed Models

inferredcites →https://doi.org/10.1109/tsp.2015.2412918openalex-snapshot

Diffusion LMS Over Multitask Networks

inferredcites →https://doi.org/10.1109/tsp.2015.2415755openalex-snapshot

Distributed Clustering and Learning Over Networks

inferredcites →https://doi.org/10.1109/tsp.2015.2436358openalex-snapshot

DLM: Decentralized Linearized Alternating Direction Method of Multipliers

inferredcites →https://doi.org/10.1109/tsp.2016.2548989openalex-snapshot

DQM: Decentralized Quadratically Approximated Alternating Direction Method of Multipliers

inferredcites →https://doi.org/10.1109/tsp.2018.2875883openalex-snapshot

Exact Diffusion for Distributed Optimization and Learning—Part II: Convergence Analysis

inferredcites →https://doi.org/10.1137/130943170openalex-snapshot

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EXTRA: An Exact First-Order Algorithm for Decentralized Consensus Optimization

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inferredcites →https://doi.org/10.1184/r1/6468842.v1openalex-snapshot

Gossip Algorithms for Distributed Signal Processing

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Exact diffusion strategy for optimization by networked agents

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On the Linear Convergence of Distributed Optimization over Directed Graphs

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Achieving Geometric Convergence for Distributed Optimization over Time-Varying Graphs

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inferred← citeshttps://doi.org/10.1016/j.jpdc.2022.03.014openalex-snapshot

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inferred← citeshttps://doi.org/10.1016/j.neucom.2025.130095openalex-snapshot

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A Distributed Stochastic Proximal-Gradient Algorithm for Composite Optimization

inferred← citeshttps://doi.org/10.1109/tcns.2022.3203486openalex-snapshot

Implicit Tracking-Based Distributed Constraint-Coupled Optimization

inferred← citeshttps://doi.org/10.1109/tcns.2024.3354882openalex-snapshot

NPGA: A Unified Algorithmic Framework for Decentralized Constraint-Coupled Optimization

inferred← citeshttps://doi.org/10.1109/tcns.2026.3667761openalex-snapshot

Riemannian Momentum Tracking: Distributed Optimization With Momentum on Compact Submanifolds

inferred← citeshttps://doi.org/10.1109/tcns.2026.3667777openalex-snapshot

Primal-Dual Strategy for Composite Optimization Over Directed Graphs

inferred← citeshttps://doi.org/10.1109/tcyb.2020.3011819openalex-snapshot

RNN-K: A Reinforced Newton Method for Consensus-Based Distributed Optimization and Control Over Multiagent Systems

inferred← citeshttps://doi.org/10.1109/tcyb.2026.3665573openalex-snapshot

Balancing Communication and Acceleration: Exact One-to-One Optimization for Distributed Multiagent Learning Systems

inferred← citeshttps://doi.org/10.1109/tifs.2025.3593357openalex-snapshot

Masked Diffusion Strategy for Privacy-Preserving Distributed Learning

inferred← citeshttps://doi.org/10.1109/tii.2025.3645932openalex-snapshot

Distributed Optimization Under Information Constraints: A Survey

inferred← citeshttps://doi.org/10.1109/tit.2022.3176253openalex-snapshot

Finite-Bit Quantization for Distributed Algorithms With Linear Convergence

inferred← citeshttps://doi.org/10.1109/tmc.2023.3265646openalex-snapshot

Energy-Efficiency Optimization With Model Convexification for Wireless Ad Hoc Networks With Multi-Packet Reception Capability

inferred← citeshttps://doi.org/10.1109/tnnls.2021.3127883openalex-snapshot

A Second-Order Projected Primal-Dual Dynamical System for Distributed Optimization and Learning

inferred← citeshttps://doi.org/10.1109/tnnls.2022.3192346openalex-snapshot

Privacy-Preserving Distributed ADMM With Event-Triggered Communication

inferred← citeshttps://doi.org/10.1109/tnnls.2024.3376421openalex-snapshot

MUSIC: Accelerated Convergence for Distributed Optimization With Inexact and Exact Methods

inferred← citeshttps://doi.org/10.1109/tnnls.2026.3656728openalex-snapshot

Decentralized Primal--Dual Optimization Without Global Lipschitz Continuity

inferred← citeshttps://doi.org/10.1109/tnse.2021.3122927openalex-snapshot

An Event-Triggered Approach for Gradient Tracking in Consensus-Based Distributed Optimization

inferred← citeshttps://doi.org/10.1109/tpami.2025.3606874openalex-snapshot

PMGT-VR: A Decentralized Proximal-Gradient Algorithmic Framework With Variance Reduction

inferred← citeshttps://doi.org/10.1109/tpds.2023.3303967openalex-snapshot

Joint Model Pruning and Topology Construction for Accelerating Decentralized Machine Learning

inferred← citeshttps://doi.org/10.1109/tpel.2024.3395998openalex-snapshot

A Dynamic Diffusion Algorithm for Discrete-Time Cooperative Control for DC Microgrids

inferred← citeshttps://doi.org/10.1109/tsipn.2018.2846183openalex-snapshot

A Unification and Generalization of Exact Distributed First-Order Methods

inferred← citeshttps://doi.org/10.1109/tsipn.2019.2942191openalex-snapshot

Dynamic Average Diffusion With Randomized Coordinate Updates

inferred← citeshttps://doi.org/10.1109/tsipn.2021.3083975openalex-snapshot

A Newton Tracking Algorithm With Exact Linear Convergence for Decentralized Consensus Optimization

inferred← citeshttps://doi.org/10.1109/tsipn.2022.3203860openalex-snapshot

A Hessian Inversion-Free Exact Second Order Method for Distributed Consensus Optimization

inferred← citeshttps://doi.org/10.1109/tsipn.2023.3290397openalex-snapshot

A Communication-Efficient Decentralized Newton's Method With Provably Faster Convergence

inferred← citeshttps://doi.org/10.1109/tsipn.2023.3307894openalex-snapshot

Communication Compression for Decentralized Learning With Operator Splitting Methods

inferred← citeshttps://doi.org/10.1109/tsipn.2025.3600760openalex-snapshot

NPD-SG: A Noise-Resistant Primal-Dual Stochastic Gradient Diffusion Algorithm Over Networks

inferred← citeshttps://doi.org/10.1109/tsipn.2025.3600766openalex-snapshot

A Proximal Gradient Method With Probabilistic Multi-Gossip Communications for Decentralized Composite Optimization

inferred← citeshttps://doi.org/10.1109/tsipn.2026.3714234openalex-snapshot

Robust Diffusion Estimation Over Networks With Noisy Links: Performance Analysis and Optimized Combination Rules

inferred← citeshttps://doi.org/10.1109/tsmc.2026.3669596openalex-snapshot

Variance-Reduced Decentralized Stochastic Optimization Algorithms With Communication Skip

inferred← citeshttps://doi.org/10.1109/tsp.2018.2875883openalex-snapshot

Exact Diffusion for Distributed Optimization and Learning—Part II: Convergence Analysis

inferred← citeshttps://doi.org/10.1109/tsp.2018.2881661openalex-snapshot

Supervised Learning Under Distributed Features

inferred← citeshttps://doi.org/10.1109/tsp.2019.2926022openalex-snapshot

A Decentralized Proximal-Gradient Method With Network Independent Step-Sizes and Separated Convergence Rates

inferred← citeshttps://doi.org/10.1109/tsp.2020.2968163openalex-snapshot

2019 Index IEEE Transactions on Signal Processing Vol. 67

inferred← citeshttps://doi.org/10.1109/tsp.2020.2983167openalex-snapshot

Walkman: A Communication-Efficient Random-Walk Algorithm for Decentralized Optimization

inferred← citeshttps://doi.org/10.1109/tsp.2020.3002607openalex-snapshot

Efficient Estimation of Graph Signals With Adaptive Sampling

inferred← citeshttps://doi.org/10.1109/tsp.2020.3006755openalex-snapshot

Non-Bayesian Social Learning With Uncertain Models

inferred← citeshttps://doi.org/10.1109/tsp.2020.3008605openalex-snapshot

On the Influence of Bias-Correction on Distributed Stochastic Optimization

inferred← citeshttps://doi.org/10.1109/tsp.2020.3011640openalex-snapshot

Can Primal Methods Outperform Primal-Dual Methods in Decentralized Dynamic Optimization?

inferred← citeshttps://doi.org/10.1109/tsp.2020.3031071openalex-snapshot

Variance-Reduced Decentralized Stochastic Optimization With Accelerated Convergence

inferred← citeshttps://doi.org/10.1109/tsp.2020.3048237openalex-snapshot

Zeroth-Order Diffusion Adaptive Filter Over Networks

inferred← citeshttps://doi.org/10.1109/tsp.2021.3056915openalex-snapshot

Decentralized Learning With Lazy and Approximate Dual Gradients

inferred← citeshttps://doi.org/10.1109/tsp.2021.3062553openalex-snapshot

An Improved Convergence Analysis for Decentralized Online Stochastic Non-Convex Optimization

inferred← citeshttps://doi.org/10.1109/tsp.2021.3086579openalex-snapshot

Distributed Algorithms for Composite Optimization: Unified Framework and Convergence Analysis

inferred← citeshttps://doi.org/10.1109/tsp.2022.3180202openalex-snapshot

Robust Resilient Diffusion Over Multi-Task Networks Against Byzantine Attacks: Design, Analysis and Applications

inferred← citeshttps://doi.org/10.1109/tsp.2022.3184770openalex-snapshot

A Unified and Refined Convergence Analysis for Non-Convex Decentralized Learning

inferred← citeshttps://doi.org/10.1109/tsp.2023.3240652openalex-snapshot

Variance-Reduced Stochastic Quasi-Newton Methods for Decentralized Learning

inferred← citeshttps://doi.org/10.1109/tsp.2023.3250839openalex-snapshot

Decentralized Inexact Proximal Gradient Method With Network-Independent Stepsizes for Convex Composite Optimization

inferred← citeshttps://doi.org/10.1109/tsp.2024.3374082openalex-snapshot

Decentralized Stochastic Optimization With Pairwise Constraints and Variance Reduction

inferred← citeshttps://doi.org/10.1109/tsp.2024.3426967openalex-snapshot

Diffusion Moving-Average Adaptation Over Networks

inferred← citeshttps://doi.org/10.1109/tsp.2024.3511452openalex-snapshot

Diffusion Stochastic Optimization for Min-Max Problems

inferred← citeshttps://doi.org/10.1109/tsp.2025.3547787openalex-snapshot

A Decentralized Primal-Dual Method With Quasi-Newton Tracking

inferred← citeshttps://doi.org/10.1109/tsp.2025.3568045openalex-snapshot

Decentralized Optimization on Compact Submanifolds by Quantized Riemannian Gradient Tracking

inferred← citeshttps://doi.org/10.1109/tsp.2025.3644008openalex-snapshot

A Convergence-Motivated Learning-to-Optimize Framework for Decentralized Optimization

inferred← citeshttps://doi.org/10.1109/tsp.2026.3660267openalex-snapshot

Distributed Penalty Nesterov Gradient Algorithm For Extremely Large-Scale MIMO Systems

inferred← citeshttps://doi.org/10.1109/tsp.2026.3667215openalex-snapshot

On the Convergence of Decentralized Stochastic Gradient-Tracking With Finite-Time Consensus

inferred← citeshttps://doi.org/10.1109/tsp.2026.3714876openalex-snapshot

Decentralized Primal-Dual Learning Over Directed Graphs

inferred← citeshttps://doi.org/10.1109/tsp.2026.3733659openalex-snapshot

Influence of Link Noise on Exact Diffusion Stochastic Optimization Over Distributed Networks

inferred← citeshttps://doi.org/10.1109/tsp.2026.3733814openalex-snapshot

AdGT: Decentralized Gradient Tracking With Adaptive Per-Agent Stepsizes

inferred← citeshttps://doi.org/10.1109/yac57282.2022.10023575openalex-snapshot

A Distributed Algorithm with a Modified Quantization Radius Under Limited Communication

inferred← citeshttps://doi.org/10.1137/24m1657341openalex-snapshot

Understanding the Influence of Digraphs on Decentralized Optimization: Effective Metrics, Lower Bound, and Optimal Algorithm

inferred← citeshttps://doi.org/10.1137/24m1661455openalex-snapshot

On Graphs with Finite-Time Consensus and Their Use in Gradient Tracking

inferred← citeshttps://doi.org/10.1145/3799902.3811106openalex-snapshot

Distributed Affine Body Dynamics with Adaptive Consensus

inferred← citeshttps://doi.org/10.1155/2020/8830359openalex-snapshot

Online Supervised Learning with Distributed Features over Multiagent System

inferred← citeshttps://doi.org/10.11606/t.3.2024.tde-20082024-094623openalex-snapshot

Redes de difusão adaptativas podem se sair melhor com menos dados?

inferred← citeshttps://doi.org/10.1186/s13634-018-0596-yopenalex-snapshot

FROST—Fast row-stochastic optimization with uncoordinated step-sizes

inferred← citeshttps://doi.org/10.1609/aaai.v38i13.29318openalex-snapshot

Decentralized Sum-of-Nonconvex Optimization

inferred← citeshttps://doi.org/10.2139/ssrn.5339685openalex-snapshot

Integrated Diffusion-Based Secondary Voltage and Frequency Regulation to Maintain Rated Capacity in Islanded Microgrids

inferred← citeshttps://doi.org/10.23919/acc.2019.8814838openalex-snapshot

A Canonical Form for First-Order Distributed Optimization Algorithms

inferred← citeshttps://doi.org/10.23919/acc55779.2023.10156353openalex-snapshot

Robustness and Convergence Analysis of First-Order Distributed Optimization Algorithms over Subspace Constraints

inferred← citeshttps://doi.org/10.23919/ecc.2019.8795670openalex-snapshot

Distributed Value-Function Learning with Linear Convergence Rates

inferred← citeshttps://doi.org/10.23919/eusipco.2018.8553100openalex-snapshot

Efficient Variance-Reduced Learning Over Multi-Agent Networks

inferred← citeshttps://doi.org/10.23919/eusipco.2019.8902953openalex-snapshot

Enhanced Diffusion Learning Over Networks

inferred← citeshttps://doi.org/10.23919/fusion43075.2019.9011172openalex-snapshot

Adaptive Diffusion for Distributed Optimization over Multi-Agent Network with Random Delays (Poster)

inferred← citeshttps://doi.org/10.3389/fenrg.2021.734801openalex-snapshot

A Distributed Two-Stage Economic Dispatch for Virtual Power Plant Based on An Improved Exact Diffusion Algorithm

inferred← citeshttps://doi.org/10.3390/en15103736openalex-snapshot

Multiagent-Based Distributed Coordination of Inverter-Based Resources for Optimal Operation of Microgrids Considering Communication Failures

inferred← citeshttps://doi.org/10.3390/math10030357openalex-snapshot

A Distributed Optimization Accelerated Algorithm with Uncoordinated Time-Varying Step-Sizes in an Undirected Network

inferred← citeshttps://doi.org/10.3390/math12111664openalex-snapshot

Stagewise Accelerated Stochastic Gradient Methods for Nonconvex Optimization

inferred← citeshttps://doi.org/10.3390/s20051302openalex-snapshot

The Algorithms of Distributed Learning and Distributed Estimation about Intelligent Wireless Sensor Network

inferred← citeshttps://doi.org/10.35833/mpce.2022.000668openalex-snapshot

Distributed Secondary Control Based on Dynamic Diffusion Algorithm for Current Sharing and Average Voltage Regulation in DC Microgrids

inferred← citeshttps://doi.org/10.48550/arxiv.1803.07068openalex-snapshot

D$^2$: Decentralized Training over Decentralized Data

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.1810.07393openalex-snapshot

Optimization over time-varying directed graphs with row and column-stochastic matrices

inferred← citeshttps://doi.org/10.48550/arxiv.1901.08215openalex-snapshot

Fully Asynchronous Distributed Optimization with Linear Convergence in Directed Networks

inferred← citeshttps://doi.org/10.48550/arxiv.1905.07996openalex-snapshot

A Linearly Convergent Proximal Gradient Algorithm for Decentralized Optimization

inferred← citeshttps://doi.org/10.48550/arxiv.1906.07225openalex-snapshot

On linear convergence of two decentralized algorithms

inferred← citeshttps://doi.org/10.48550/arxiv.1909.05844openalex-snapshot

Communication-Efficient Distributed Optimization in Networks with Gradient Tracking and Variance Reduction

inferred← citeshttps://doi.org/10.48550/arxiv.2007.00232openalex-snapshot

Linear Convergent Decentralized Optimization with Compression

inferred← citeshttps://doi.org/10.48550/arxiv.2010.12229openalex-snapshot

Throughput-Optimal Topology Design for Cross-Silo Federated Learning

inferred← citeshttps://doi.org/10.48550/arxiv.2102.07091openalex-snapshot

Decentralized Riemannian Gradient Descent on the Stiefel Manifold

inferred← citeshttps://doi.org/10.48550/arxiv.2103.12840openalex-snapshot

A Survey of Distributed Optimization Methods for Multi-Robot Systems

inferred← citeshttps://doi.org/10.48550/arxiv.2108.04448openalex-snapshot

Decentralized Composite Optimization with Compression

inferred← citeshttps://doi.org/10.48550/arxiv.2110.04175openalex-snapshot

RelaySum for Decentralized Deep Learning on Heterogeneous Data

inferred← citeshttps://doi.org/10.48550/arxiv.2111.04287openalex-snapshot

BlueFog: Make Decentralized Algorithms Practical for Optimization and Deep Learning

inferred← citeshttps://doi.org/10.70675/b870830cz1dacz41bez8984z9500612cd6ccopenalex-snapshot

Adaptation and learning over multitask networks and graphs

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