Achieving Linear Speedup and Near-Optimal Complexity for Decentralized Optimization over Row-stochastic Networks
Fuente:
arXiv
Saved in:
| Main Authors: | Liang, Liyuan, Chen, Xinyi, Luo, Gan, Yuan, Kun |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
On the Linear Speedup of the Push-Pull Method for Decentralized Optimization over Digraphs
by: Liang, Liyuan, et al.
Published: (2025)
by: Liang, Liyuan, et al.
Published: (2025)
Decentralized Optimization over Time-Varying Row-Stochastic Digraphs
by: Liang, Liyuan, et al.
Published: (2025)
by: Liang, Liyuan, et al.
Published: (2025)
Achieving Linear Speedup with ProxSkip in Distributed Stochastic Optimization
by: Guo, Luyao, et al.
Published: (2023)
by: Guo, Luyao, et al.
Published: (2023)
Understanding the Influence of Digraphs on Decentralized Optimization: Effective Metrics, Lower Bound, and Optimal Algorithm
by: Liang, Liyuan, et al.
Published: (2023)
by: Liang, Liyuan, et al.
Published: (2023)
Achieving Linear Speedup for Composite Federated Learning
by: Huang, Kun, et al.
Published: (2026)
by: Huang, Kun, et al.
Published: (2026)
Near-Optimal Decentralized Stochastic Nonconvex Optimization with Heavy-Tailed Noise
by: Wang, Menglian, et al.
Published: (2026)
by: Wang, Menglian, et al.
Published: (2026)
Decentralized online stochastic generalized Nash Equilibrium seeking for multi-cluster games: A Byzantine-resilient algorithm
by: Liu, Bingqian, et al.
Published: (2025)
by: Liu, Bingqian, et al.
Published: (2025)
On the Optimal Time Complexities in Decentralized Stochastic Asynchronous Optimization
by: Tyurin, Alexander, et al.
Published: (2024)
by: Tyurin, Alexander, et al.
Published: (2024)
The Error in Multivariate Linear Extrapolation with Applications to Derivative-Free Optimization
by: Cao, Liyuan, et al.
Published: (2023)
by: Cao, Liyuan, et al.
Published: (2023)
On the Complexity of Decentralized Smooth Nonconvex Finite-Sum Optimization
by: Luo, Luo, et al.
Published: (2022)
by: Luo, Luo, et al.
Published: (2022)
Decentralized Bilevel Optimization: A Perspective from Transient Iteration Complexity
by: Kong, Boao, et al.
Published: (2024)
by: Kong, Boao, et al.
Published: (2024)
A Mathematics-Inspired Learning-to-Optimize Framework for Decentralized Optimization
by: He, Yutong, et al.
Published: (2024)
by: He, Yutong, et al.
Published: (2024)
Decentralized Finite-Sum Optimization over Time-Varying Networks
by: Metelev, Dmitry, et al.
Published: (2024)
by: Metelev, Dmitry, et al.
Published: (2024)
Optimal Gradient Tracking for Decentralized Optimization
by: Song, Zhuoqing, et al.
Published: (2021)
by: Song, Zhuoqing, et al.
Published: (2021)
A Parameter-Free and Near-Optimal Zeroth-Order Algorithm for Stochastic Convex Optimization
by: Ren, Kunjie, et al.
Published: (2025)
by: Ren, Kunjie, et al.
Published: (2025)
Optimal Decentralized Composite Optimization for Convex Functions
by: Ye, Haishan, et al.
Published: (2023)
by: Ye, Haishan, et al.
Published: (2023)
Decentralized Min-Max Optimization with Gradient Tracking
by: You, Runze, et al.
Published: (2025)
by: You, Runze, et al.
Published: (2025)
Lower Bounds and Optimal Algorithms for Non-Smooth Convex Decentralized Optimization over Time-Varying Networks
by: Kovalev, Dmitry, et al.
Published: (2024)
by: Kovalev, Dmitry, et al.
Published: (2024)
Optimal Complexity in Byzantine-Robust Distributed Stochastic Optimization with Data Heterogeneity
by: Shi, Qiankun, et al.
Published: (2025)
by: Shi, Qiankun, et al.
Published: (2025)
Complexity Analysis of the Regular Simplicial Search Method with Reflection and Shrinking Steps for Derivative-Free Optimization
by: Cao, Liyuan, et al.
Published: (2025)
by: Cao, Liyuan, et al.
Published: (2025)
On the Linear Speedup of Personalized Federated Reinforcement Learning with Shared Representations
by: Xiong, Guojun, et al.
Published: (2024)
by: Xiong, Guojun, et al.
Published: (2024)
Near-Optimal Distributed Minimax Optimization under the Second-Order Similarity
by: Zhou, Qihao, et al.
Published: (2024)
by: Zhou, Qihao, et al.
Published: (2024)
Distributed Stochastic Momentum Tracking with Local Updates: Achieving Optimal Communication and Iteration Complexities
by: Huang, Kun, et al.
Published: (2025)
by: Huang, Kun, et al.
Published: (2025)
Near-Optimal Distributed Linear-Quadratic Regulator for Networked Systems
by: Shin, Sungho, et al.
Published: (2022)
by: Shin, Sungho, et al.
Published: (2022)
Stochastic Decentralized Optimization of Non-Smooth Convex and Convex-Concave Problems over Time-Varying Networks
by: Divilkovskiy, Maxim, et al.
Published: (2025)
by: Divilkovskiy, Maxim, et al.
Published: (2025)
Decentralized Non-convex Stochastic Optimization with Heterogeneous Variance
by: Chen, Hongxu, et al.
Published: (2026)
by: Chen, Hongxu, et al.
Published: (2026)
Near-Optimal Mixed Strategy for Zero-Sum Linear-Quadratic Differential Games
by: Xu, Tao, et al.
Published: (2026)
by: Xu, Tao, et al.
Published: (2026)
Jointly Improving the Sample and Communication Complexities in Decentralized Stochastic Minimax Optimization
by: Zhang, Xuan, et al.
Published: (2023)
by: Zhang, Xuan, et al.
Published: (2023)
Stability and Generalization of Push-Sum Based Decentralized Optimization over Directed Graphs
by: Liang, Yifei, et al.
Published: (2026)
by: Liang, Yifei, et al.
Published: (2026)
Decentralized Stochastic Nonconvex Optimization under the Relaxed Smoothness
by: Luo, Luo, et al.
Published: (2025)
by: Luo, Luo, et al.
Published: (2025)
(Sub)Exponential Quantum Speedup for Optimization
by: Leng, Jiaqi, et al.
Published: (2025)
by: Leng, Jiaqi, et al.
Published: (2025)
Guaranteeing Both Consensus and Optimality in Decentralized Nonconvex Optimization with Multiple Local Updates
by: Liu, Jie, et al.
Published: (2025)
by: Liu, Jie, et al.
Published: (2025)
An Efficient Stochastic Algorithm for Decentralized Nonconvex-Strongly-Concave Minimax Optimization
by: Chen, Lesi, et al.
Published: (2022)
by: Chen, Lesi, et al.
Published: (2022)
Stochastic Momentum Tracking Push-Pull for Decentralized Optimization over Directed Graphs
by: Fan, Wenqi, et al.
Published: (2026)
by: Fan, Wenqi, et al.
Published: (2026)
Decentralized Stochastic Constrained Optimization via Prox-Linearization
by: Sharma, Shivangi Dubey, et al.
Published: (2026)
by: Sharma, Shivangi Dubey, et al.
Published: (2026)
On Linear Convergence of Distributed Stochastic Bilevel Optimization over Undirected Networks via Gradient Aggregation
by: Tak, Ajay, et al.
Published: (2025)
by: Tak, Ajay, et al.
Published: (2025)
Achieving Near-Optimal Convergence for Distributed Minimax Optimization with Adaptive Stepsizes
by: Huang, Yan, et al.
Published: (2024)
by: Huang, Yan, et al.
Published: (2024)
SPARKLE: A Unified Single-Loop Primal-Dual Framework for Decentralized Bilevel Optimization
by: Zhu, Shuchen, et al.
Published: (2024)
by: Zhu, Shuchen, et al.
Published: (2024)
Networked Control and Mean Field Problems Under Diagonal Dominance: Decentralized and Social Optimality
by: Khatana, Vivek, et al.
Published: (2025)
by: Khatana, Vivek, et al.
Published: (2025)
Smoothing Gradient Tracking for Decentralized Optimization over the Stiefel Manifold with Non-smooth Regularizers
by: Wang, Lei, et al.
Published: (2023)
by: Wang, Lei, et al.
Published: (2023)
Similar Items
-
On the Linear Speedup of the Push-Pull Method for Decentralized Optimization over Digraphs
by: Liang, Liyuan, et al.
Published: (2025) -
Decentralized Optimization over Time-Varying Row-Stochastic Digraphs
by: Liang, Liyuan, et al.
Published: (2025) -
Achieving Linear Speedup with ProxSkip in Distributed Stochastic Optimization
by: Guo, Luyao, et al.
Published: (2023) -
Understanding the Influence of Digraphs on Decentralized Optimization: Effective Metrics, Lower Bound, and Optimal Algorithm
by: Liang, Liyuan, et al.
Published: (2023) -
Achieving Linear Speedup for Composite Federated Learning
by: Huang, Kun, et al.
Published: (2026)