Browse State-of-the-Art › Distributed Optimization › Papers, page 2
Distributed Optimization
Papers archive 2025-07-28
archive papers tagged: 536 · with a code link: 86 · where Syntology ran a sample: 14 (13 with a run with no instrument failure, 1 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (14 of 536 tagged: 13 with a run with no instrument failure, 1 where every run was a failure of Syntology's instrument)
Page 2 of 6: papers 101 to 200 of 536, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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Graph Neural Network-Based Distributed Optimal Control for Linear Networked Systems: An Online Distributed Training Approach8 Apr 2025 0 repositories listed
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Reducing the Communication of Distributed Model Predictive Control: Autoencoders and Formation Control7 Apr 2025 0 repositories listed
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Dynamic Incentive Strategies for Smart EV Charging Stations: An LLM-Driven User Digital Twin Approach2 Apr 2025 0 repositories listed
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ALADIN-β: A Distributed Optimization Algorithm for Solving MPCC Problems27 Mar 2025 0 repositories listed
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Combining Graph Attention Networks and Distributed Optimization for Multi-Robot Mixed-Integer Convex Programming27 Mar 2025 0 repositories listed
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Convergence Theory of Flexible ALADIN for Distributed Optimization26 Mar 2025 0 repositories listed
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Collaborative Satisfaction of Long-Term Spatial Constraints in Multi-Agent Systems: A Distributed Optimization Approach (extended version)25 Mar 2025 0 repositories listed
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Communication Efficient Federated Learning with Linear Convergence on Heterogeneous Data20 Mar 2025 0 repositories listed
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Byzantine-Resilient Federated Learning via Distributed Optimization13 Mar 2025 0 repositories listed
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Accelerated Distributed Optimization with Compression and Error Feedback11 Mar 2025 0 repositories listed
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Distributed Pose Graph Optimization using the Splitting Method based on the Alternating Direction Method of Multipliers10 Mar 2025 0 repositories listed
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From Centralized to Decentralized Federated Learning: Theoretical Insights, Privacy Preservation, and Robustness Challenges10 Mar 2025 0 repositories listed
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Unbiased and Sign Compression in Distributed Learning: Comparing Noise Resilience via SDEs24 Feb 2025 0 repositories listed
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Fundamental Bias in Inverting Random Sampling Matrices with Application to Sub-sampled Newton19 Feb 2025 0 repositories listed
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Smoothed Normalization for Efficient Distributed Private Optimization19 Feb 2025 0 repositories listed
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Sign Operator for Coping with Heavy-Tailed Noise in Non-Convex Optimization: High Probability Bounds Under (L₀, L₁)-Smoothness11 Feb 2025 0 repositories listed
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Efficient Distributed Optimization under Heavy-Tailed Noise6 Feb 2025 0 repositories listed
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A Survey of Optimization Methods for Training DL Models: Theoretical Perspective on Convergence and Generalization24 Jan 2025 0 repositories listed
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Communication-Efficient Distributed Kalman Filtering using ADMM22 Jan 2025 0 repositories listed
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Distributed Model Predictive Control Design for Multi-agent Systems via Bayesian Optimization22 Jan 2025 0 repositories listed
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Distributed Convex Optimization with State-Dependent (Social) Interactions over Random Networks29 Dec 2024 0 repositories listed
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Accelerated Methods with Compressed Communications for Distributed Optimization Problems under Data Similarity21 Dec 2024 0 repositories listed
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Towards privacy-preserving cooperative control via encrypted distributed optimization18 Dec 2024 0 repositories listed
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Information-Geometric Barycenters for Bayesian Federated Learning16 Dec 2024 0 repositories listed
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Deep Distributed Optimization for Large-Scale Quadratic Programming11 Dec 2024 0 repositories listed
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Fractional Order Distributed Optimization3 Dec 2024 0 repositories listed
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Review of Mathematical Optimization in Federated Learning2 Dec 2024 0 repositories listed
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Problem-dependent convergence bounds for randomized linear gradient compression19 Nov 2024 0 repositories listed
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Logarithmically Quantized Distributed Optimization over Dynamic Multi-Agent Networks27 Oct 2024 0 repositories listed
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Tighter Performance Theory of FedExProx20 Oct 2024 0 repositories listed
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Byzantine-Resilient Output Optimization of Multiagent via Self-Triggered Hybrid Detection Approach17 Oct 2024 0 repositories listed
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FedECADO: A Dynamical System Model of Federated Learning13 Oct 2024 0 repositories listed
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Single Point-Based Distributed Zeroth-Order Optimization with a Non-Convex Stochastic Objective Function8 Oct 2024 0 repositories listed
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Aiding Global Convergence in Federated Learning via Local Perturbation and Mutual Similarity Information7 Oct 2024 0 repositories listed
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A Federated Distributionally Robust Support Vector Machine with Mixture of Wasserstein Balls Ambiguity Set for Distributed Fault Diagnosis4 Oct 2024 0 repositories listed
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Newton Meets Marchenko-Pastur: Massively Parallel Second-Order Optimization with Hessian Sketching and Debiasing2 Oct 2024 0 repositories listed
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A Plug and Play Distributed Secondary Controller for Microgrids with Grid-Forming Inverters30 Sep 2024 0 repositories listed
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Distributed Optimization via Energy Conservation Laws in Dilated Coordinates28 Sep 2024 0 repositories listed
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Peer-to-Peer Learning Dynamics of Wide Neural Networks23 Sep 2024 0 repositories listed
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Exploring Scaling Laws for Local SGD in Large Language Model Training20 Sep 2024 0 repositories listed
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Distributed Optimization for Traffic Light Control and Connected Automated Vehicle Coordination in Mixed-Traffic Intersections17 Sep 2024 0 repositories listed
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ADMM for Downlink Beamforming in Cell-Free Massive MIMO Systems9 Sep 2024 0 repositories listed
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Distributed Optimization with Finite Bit Adaptive Quantization for Efficient Communication and Precision Enhancement9 Sep 2024 0 repositories listed
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AttentionX: Exploiting Consensus Discrepancy In Attention from A Distributed Optimization Perspective6 Sep 2024 0 repositories listed
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Prescribed-time Convergent Distributed Multiobjective Optimization with Dynamic Event-triggered Communication18 Aug 2024 0 repositories listed
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Seamless Integration: Sampling Strategies in Federated Learning Systems18 Aug 2024 0 repositories listed
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A survey on secure decentralized optimization and learning16 Aug 2024 0 repositories listed
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Distributed Optimization by Network Flows with Spatio-Temporal Compression14 Aug 2024 0 repositories listed
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Spatio-Temporal Communication Compression in Distributed Prime-Dual Flows5 Aug 2024 0 repositories listed
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Distributed Difference of Convex Optimization23 Jul 2024 0 repositories listed
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A Mirror Descent-Based Algorithm for Corruption-Tolerant Distributed Gradient Descent19 Jul 2024 0 repositories listed
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Cooperative Integrated Sensing and Communication Networks: Analysis and Distributed Design18 Jul 2024 0 repositories listed
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Provable Privacy Advantages of Decentralized Federated Learning via Distributed Optimization12 Jul 2024 0 repositories listed
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Fast Distributed Optimization over Directed Graphs under Malicious Attacks using Trust9 Jul 2024 0 repositories listed
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Graphon Particle Systems, Part II: Dynamics of Distributed Stochastic Continuum Optimization3 Jul 2024 0 repositories listed
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Accelerating Distributed Optimization: A Primal-Dual Perspective on Local Steps2 Jul 2024 0 repositories listed
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Graph Neural Networks Gone Hogwild29 Jun 2024 0 repositories listed
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Distributed Utility Optimization in Vehicular Communication Systems27 Jun 2024 0 repositories listed
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A KL-based Analysis Framework with Applications to Non-Descent Optimization Methods4 Jun 2024 0 repositories listed
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Local Methods with Adaptivity via Scaling2 Jun 2024 0 repositories listed
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Log-Scale Quantization in Distributed First-Order Methods: Gradient-based Learning from Distributed Data2 Jun 2024 0 repositories listed
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Differentially-Private Distributed Model Predictive Control of Linear Discrete-Time Systems with Global Constraints29 May 2024 0 repositories listed
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The Limits and Potentials of Local SGD for Distributed Heterogeneous Learning with Intermittent Communication19 May 2024 0 repositories listed
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Flattened one-bit stochastic gradient descent: compressed distributed optimization with controlled variance17 May 2024 0 repositories listed
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Structured Reinforcement Learning for Incentivized Stochastic Covert Optimization13 May 2024 0 repositories listed
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Distributed Traffic Signal Control via Coordinated Maximum Pressure-plus-Penalty30 Apr 2024 0 repositories listed
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Estimation Network Design framework for efficient distributed optimization23 Apr 2024 0 repositories listed
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Rate Analysis of Coupled Distributed Stochastic Approximation for Misspecified Optimization21 Apr 2024 0 repositories listed
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Distributed Fractional Bayesian Learning for Adaptive Optimization17 Apr 2024 0 repositories listed
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Federated Optimization with Doubly Regularized Drift Correction12 Apr 2024 0 repositories listed
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Generalized Gradient Descent is a Hypergraph Functor28 Mar 2024 0 repositories listed
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Distributed Maximum Consensus over Noisy Links27 Mar 2024 0 repositories listed
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Network-Aware Value Stacking of Community Battery via Asynchronous Distributed Optimization20 Mar 2024 0 repositories listed
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Quantization Avoids Saddle Points in Distributed Optimization15 Mar 2024 0 repositories listed
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Streamlining in the Riemannian Realm: Efficient Riemannian Optimization with Loopless Variance Reduction11 Mar 2024 0 repositories listed
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LoCoDL: Communication-Efficient Distributed Learning with Local Training and Compression7 Mar 2024 0 repositories listed
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MUSIC: Accelerated Convergence for Distributed Optimization With Inexact and Exact Methods5 Mar 2024 0 repositories listed
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Parallel Momentum Methods Under Biased Gradient Estimations29 Feb 2024 0 repositories listed
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Privacy-Preserving Distributed Optimization and Learning29 Feb 2024 0 repositories listed
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A Survey of Resilient Coordination for Cyber-Physical Systems Against Malicious Attacks16 Feb 2024 0 repositories listed
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TernaryVote: Differentially Private, Communication Efficient, and Byzantine Resilient Distributed Optimization on Heterogeneous Data16 Feb 2024 0 repositories listed
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Improving the Worst-Case Bidirectional Communication Complexity for Nonconvex Distributed Optimization under Function Similarity9 Feb 2024 0 repositories listed
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Survey of Distributed Algorithms for Resource Allocation over Multi-Agent Systems28 Jan 2024 0 repositories listed
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Optimal Data Splitting in Distributed Optimization for Machine Learning15 Jan 2024 0 repositories listed
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Correlated Quantization for Faster Nonconvex Distributed Optimization10 Jan 2024 0 repositories listed
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Convergence Visualizer of Decentralized Federated Distillation with Reduced Communication Costs19 Dec 2023 0 repositories listed
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A Proximal Gradient Method With Probabilistic Multi-Gossip Communications for Decentralized Composite Optimization19 Dec 2023 0 repositories listed
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Asynchronous Distributed Optimization with Delay-free Parameters11 Dec 2023 0 repositories listed
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A Distributed ADMM-based Deep Learning Approach for Thermal Control in Multi-Zone Buildings under Demand Response Events8 Dec 2023 0 repositories listed
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Distributed Optimization via Kernelized Multi-armed Bandits7 Dec 2023 0 repositories listed
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Federated Learning Assisted Distributed Energy Optimization23 Nov 2023 0 repositories listed
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Leveraging Function Space Aggregation for Federated Learning at Scale17 Nov 2023 0 repositories listed
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Short vs. Long-term Coordination of Drones: When Distributed Optimization Meets Deep Reinforcement Learning16 Nov 2023 0 repositories listed
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DiLoCo: Distributed Low-Communication Training of Language Models14 Nov 2023 0 repositories listed
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Discretized Distributed Optimization over Dynamic Digraphs14 Nov 2023 0 repositories listed
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Optimally Managing the Impacts of Convergence Tolerance for Distributed Optimal Power Flow14 Nov 2023 0 repositories listed
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Asynchronous Message-Passing and Zeroth-Order Optimization Based Distributed Learning with a Use-Case in Resource Allocation in Communication Networks8 Nov 2023 0 repositories listed
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EControl: Fast Distributed Optimization with Compression and Error Control6 Nov 2023 0 repositories listed
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Goal-Oriented Wireless Communication Resource Allocation for Cyber-Physical Systems6 Nov 2023 0 repositories listed
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Zeroth-Order Feedback-Based Optimization for Distributed Demand Response1 Nov 2023 0 repositories listed