{"total":43,"rows":[{"id":"2107.06917","title":"A Field Guide to Federated Optimization","created":"2021-07-14","cited_by_count":315,"area":null},{"id":"2202.09357","title":"ProxSkip: Yes! Local Gradient Steps Provably Lead to Communication Acceleration! Finally!","created":"2022-02-18","cited_by_count":134,"area":null},{"id":"2103.03239","title":"Moshpit SGD: Communication-Efficient Decentralized Training on Heterogeneous Unreliable Devices","created":"2021-03-04","cited_by_count":36,"area":null},{"id":"2210.07863","title":"Revisiting Optimal Convergence Rate for Smooth and Non-convex Stochastic Decentralized Optimization","created":"2022-10-14","cited_by_count":23,"area":null},{"id":"2106.04469","title":"Lower Bounds and Optimal Algorithms for Smooth and Strongly Convex Decentralized Optimization Over Time-Varying Networks","created":"2021-06-08","cited_by_count":19,"area":null},{"id":"2207.03957","title":"Communication Acceleration of Local Gradient Methods via an Accelerated Primal-Dual Algorithm with Inexact Prox","created":"2022-07-08","cited_by_count":19,"area":null},{"id":"2110.12347","title":"Acceleration in Distributed Optimization under Similarity","created":"2021-10-24","cited_by_count":17,"area":null},{"id":"2112.15199","title":"Accelerated Primal-Dual Gradient Method for Smooth and Convex-Concave Saddle-Point Problems with Bilinear Coupling","created":"2021-12-30","cited_by_count":16,"area":null},{"id":"2202.04640","title":"Sharper Rates for Separable Minimax and Finite Sum Optimization via Primal-Dual Extragradient Methods","created":"2022-02-09","cited_by_count":15,"area":null},{"id":"2202.02771","title":"Optimal Algorithms for Decentralized Stochastic Variational Inequalities","created":"2022-02-06","cited_by_count":14,"area":null},{"id":"2102.09234","title":"ADOM: Accelerated Decentralized Optimization Method for Time-Varying Networks","created":"2021-02-18","cited_by_count":13,"area":null},{"id":"2104.02596","title":"Accelerated Gradient Tracking over Time-varying Graphs for Decentralized Optimization","created":"2021-04-06","cited_by_count":11,"area":null},{"id":"2208.00779","title":"DADAO: Decoupled Accelerated Decentralized Asynchronous Optimization","created":"2022-07-26","cited_by_count":8,"area":null},{"id":"2209.07116","title":"On Generalization of Decentralized Learning with Separable Data","created":"2022-09-15","cited_by_count":8,"area":null},{"id":"2402.09173","title":"Optimal and Efficient Algorithms for Decentralized Online Convex Optimization","created":"2024-02-14","cited_by_count":8,"area":null},{"id":"2405.00965","title":"Robust Decentralized Learning with Local Updates and Gradient Tracking","created":"2024-05-02","cited_by_count":8,"area":null},{"id":"2410.10418","title":"Unified Breakdown Analysis for Byzantine Robust Gossip","created":"2024-10-14","cited_by_count":8,"area":null},{"id":"2306.08289","title":"$\\textbf{A}^2\\textbf{CiD}^2$: Accelerating Asynchronous Communication in Decentralized Deep Learning","created":"2023-06-14","cited_by_count":7,"area":null},{"id":"2212.02387","title":"An Efficient Stochastic Algorithm for Decentralized Nonconvex-Strongly-Concave Minimax Optimization","created":"2022-12-05","cited_by_count":6,"area":null},{"id":"2306.16484","title":"Towards a Better Theoretical Understanding of Independent Subnetwork Training","created":"2023-06-28","cited_by_count":6,"area":null},{"id":"2405.20114","title":"Towards Faster Decentralized Stochastic Optimization with Communication Compression","created":"2024-05-30","cited_by_count":5,"area":null},{"id":"2410.09568","title":"Second-Order Min-Max Optimization with Lazy Hessians","created":"2024-10-12","cited_by_count":5,"area":null},{"id":"2106.03585","title":"Asynchronous speedup in decentralized optimization","created":"2021-06-07","cited_by_count":3,"area":null},{"id":"2405.10618","title":"Distributed Event-Based Learning via ADMM","created":"2024-05-17","cited_by_count":3,"area":null},{"id":"2312.11861","title":"A Proximal Gradient Method With Probabilistic Multi-Gossip Communications for Decentralized Composite Optimization","created":"2023-12-19","cited_by_count":2,"area":null},{"id":"2402.02569","title":"On the Complexity of Finite-Sum Smooth Optimization under the Polyak-{\\L}ojasiewicz Condition","created":"2024-02-04","cited_by_count":2,"area":null},{"id":"2404.02511","title":"Stochastic Constrained Decentralized Optimization for Machine Learning with Fewer Data Oracles: a Gradient Sliding Approach","created":"2024-04-03","cited_by_count":2,"area":null},{"id":"2510.07980","title":"Unveiling the Power of Multiple Gossip Steps: A Stability-Based Generalization Analysis in Decentralized Training","created":"2025-10-09","cited_by_count":2,"area":null},{"id":"2107.12065","title":"Provably Accelerated Decentralized Gradient Method Over Unbalanced Directed Graphs","created":"2021-07-26","cited_by_count":1,"area":null},{"id":"2206.04113","title":"Push--Pull with Device Sampling","created":"2022-06-08","cited_by_count":1,"area":null},{"id":"2310.07983","title":"Achieving Linear Speedup with ProxSkip in Distributed Stochastic Optimization","created":"2023-10-12","cited_by_count":1,"area":null},{"id":"2405.03449","title":"Byzantine-Robust Gossip: Insights from a Dual Approach","created":"2024-05-06","cited_by_count":1,"area":null},{"id":"2405.18031","title":"Lower Bounds and Optimal Algorithms for Non-Smooth Convex Decentralized Optimization over Time-Varying Networks","created":"2024-05-28","cited_by_count":1,"area":null},{"id":"2601.07021","title":"Tight Analysis of Decentralized SGD: A Markov Chain Perspective","created":"2026-01-11","cited_by_count":1,"area":null},{"id":"2403.02589","title":"MUSIC: Accelerated Convergence for Distributed Optimization With Inexact and Exact Methods","created":"2024-03-05","cited_by_count":0,"area":null},{"id":"2407.02689","title":"Accelerating Distributed Optimization: A Primal-Dual Perspective on Local Steps","created":"2024-07-02","cited_by_count":0,"area":null},{"id":"2410.14592","title":"Contractivity and linear convergence in bilinear saddle-point problems: An operator-theoretic approach","created":"2024-10-18","cited_by_count":0,"area":null},{"id":"2411.15795","title":"Beyond adaptive gradient: Fast-Controlled Minibatch Algorithm for large-scale optimization","created":"2024-11-24","cited_by_count":0,"area":null},{"id":"2504.17471","title":"GRANITE : a Byzantine-Resilient Dynamic Gossip Learning Framework","created":"2025-04-24","cited_by_count":0,"area":null},{"id":"2506.08362","title":"Solving Convex-Concave Problems with $\\tilde{\\mathcal{O}}(\\epsilon^{-4/7})$ Second-Order Oracle Complexity","created":"2025-06-10","cited_by_count":0,"area":null},{"id":"2602.03329","title":"From Inexact Gradients to Byzantine Robustness: Acceleration and Optimization under Similarity","created":"2026-02-03","cited_by_count":0,"area":null},{"id":"2602.11789","title":"Decentralized Non-convex Stochastic Optimization with Heterogeneous Variance","created":"2026-02-12","cited_by_count":0,"area":null},{"id":"2609.33021","title":"Decentralized Optimization with Cross-Coupled Mixed Affine Constraints","created":"2026-09-26","cited_by_count":0,"area":null}],"next_cursor":null}