Cover Image

Unified Compression Algorithm for Distributed Nonconvex Optimization: Generalized to 1-Bit, Saturation, and Bounded Noise

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wang, Haonan, Liwang, Minghui, Hong, Yiguang, Johansson, Karl H., Yi, Xinlei
Format:	Preprint
Published:	2026
Subjects:	Optimization and Control
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Heterogeneous Distributed Zeroth-Order Nonconvex Optimization with Communication Compression
by: Wang, Haonan, et al.
Published: (2026)

Compressed Zeroth-Order Algorithm for Stochastic Distributed Nonconvex Optimization
by: Wang, Haonan, et al.
Published: (2025)

Compressed Gradient Tracking Algorithms for Distributed Nonconvex Optimization
by: Xu, Lei, et al.
Published: (2023)

Distributed Constrained Online Nonconvex Optimization with Compressed Communication
by: Zhang, Kunpeng, et al.
Published: (2025)

Quantized Distributed Nonconvex Optimization Algorithms with Linear Convergence under the Polyak--$Ł$ojasiewicz Condition
by: Xu, Lei, et al.
Published: (2022)

Distributed Online Bandit Nonconvex Optimization with One-Point Residual Feedback via Dynamic Regret
by: Hua, Youqing, et al.
Published: (2024)

Compressed Distributed Stochastic Nonconvex Optimization with Differential Privacy
by: Xie, Antai, et al.
Published: (2026)

Compressed Momentum-based Single-Point Zeroth-Order Algorithm for Stochastic Distributed Nonconvex Optimization
by: Chen, Linjing, et al.
Published: (2025)

Communication-Efficient Distributed Online Nonconvex Optimization with Time-Varying Constraints
by: Zhang, Kunpeng, et al.
Published: (2025)

Differentially Private and Communication-Efficient Distributed Nonconvex Optimization Algorithms
by: Xie, Antai, et al.
Published: (2023)

A Communication-Efficient Stochastic Gradient Descent Algorithm for Distributed Nonconvex Optimization
by: Xie, Antai, et al.
Published: (2024)

Distributed Optimization with Finite Bit Adaptive Quantization for Efficient Communication and Precision Enhancement
by: Rikos, Apostolos I., et al.
Published: (2024)

Tight Lower Bounds and Optimal Algorithms for Stochastic Nonconvex Optimization with Heavy-Tailed Noise
by: Fradin, Adrien, et al.
Published: (2025)

Distributed Stochastic Zeroth-Order Optimization with Compressed Communication
by: Hua, Youqing, et al.
Published: (2025)

A Unified Algorithm for Nonconvex Decentralized Nonlinear Optimization
by: Wu, Hao, et al.
Published: (2025)

Distributed and Decentralized Optimization Algorithms via Consensus ALADIN
by: Du, Xu, et al.
Published: (2026)

Distributed Event-Triggered Bandit Convex Optimization with Time-Varying Constraints
by: Zhang, Kunpeng, et al.
Published: (2024)

Mix-CALADIN: A Distributed Algorithm for Consensus Mixed-Integer Optimization
by: Han, Boyu, et al.
Published: (2026)

First- and Zeroth-Order Learning in Asynchronous Games
by: Wang, Zifan, et al.
Published: (2025)

Distributionally Robust Federated Learning with Outlier Resilience
by: Wang, Zifan, et al.
Published: (2025)

Asymmetric Feedback Learning in Online Convex Games
by: Wang, Zifan, et al.
Published: (2023)

A Mixing-Accelerated Primal-Dual Proximal Algorithm for Distributed Nonconvex Optimization
by: Ou, Zichong, et al.
Published: (2023)

A Unifying Primal-Dual Proximal Framework for Distributed Nonconvex Optimization
by: Ou, Zichong, et al.
Published: (2026)

Decomposition and Successive Decomposition Methods and Algorithms for Nonconvex Optimization
by: Zhai, Yiqing, et al.
Published: (2026)

DAMA: A Unified Accelerated Approach for Decentralized Nonconvex Minimax Optimization-Part I: Algorithm Development and Results
by: Cai, Haoyuan, et al.
Published: (2025)

Distributed Optimal Output Consensus Control of Heterogeneous Multi-Agent Systems with Safety Constraints
by: Ma, Ji, et al.
Published: (2024)

Wasserstein Distributionally Robust Performative Prediction
by: Wang, Siyi, et al.
Published: (2026)

Nesterov Accelerated Distributed Optimization with Efficient Quantized Communication
by: Wu, Ruochen, et al.
Published: (2026)

A Unified Inexact Stochastic ADMM for Composite Nonconvex and Nonsmooth Optimization
by: Zeng, Yuxuan, et al.
Published: (2024)

Distributed Optimization and Learning for Automated Stepsize Selection with Finite Time Coordination
by: Rikos, Apostolos I., et al.
Published: (2025)

A Communication-Efficient and Differentially-Private Distributed Generalized Nash Equilibrium Seeking Algorithm for Aggregative Games
by: Zhao, Wenqing, et al.
Published: (2025)

Distributed Optimization with Efficient Communication, Event-Triggered Solution Enhancement, and Operation Stopping
by: Rikos, Apostolos I., et al.
Published: (2025)

Affine-coupled Distributed Optimization via Distributed Proximal Jacobian ADMM with Quantized Communication
by: Du, Xu, et al.
Published: (2026)

Distributed Nonconvex Optimization with Double Privacy Protection and Exact Convergence
by: Ou, Zichong, et al.
Published: (2025)

Nonconvex Distributed Feedback Optimization for Aggregative Cooperative Robotics
by: Carnevale, Guido, et al.
Published: (2023)

A Robust Compressed Push-Pull Method for Decentralized Nonconvex Optimization
by: Liao, Yiwei, et al.
Published: (2024)

A Smoothing Consensus-Based Optimization Algorithm for Nonsmooth Nonconvex Optimization
by: Wei, Jiazhen, et al.
Published: (2025)

Beyond Bounded Variance: Variance-Reduced Normalized Methods for Nonconvex Optimization under Blum-Gladyshev Noise
by: Upadhyay, Antesh, et al.
Published: (2026)

Nonsmooth Nonconvex-Concave Minimax Optimization: Convergence Criteria and Algorithms
by: Shi, Jinyang, et al.
Published: (2026)

Adaptive Algorithms for Nonconvex Bilevel Optimization under PŁ Conditions
by: Shi, Xu, et al.
Published: (2025)