Communication-efficient ADMM over Hierarchical Networks

arXiv:2609.09361 · math.OC, cs.SY, eess.SY · Submitted 2026-09-08 · Read on arXiv

math.OC, cs.SY, eess.SY

Submitted: 2026-09-08

Updated: 2026-09-20

Terminology

• Communication Overhead — 3× in this paper · explained in 2 episodes
• Objective Function — 3× in this paper · explained in 2 episodes
• Accuracy — 2× in this paper · explained in 1 episode
• Convergence Guarantees — 2× in this paper · explained in 3 episodes
• Federated Learning — 2× in this paper · explained in 14 episodes
• Alternating Direction Method of Multipliers (ADMM) — 1× in this paper · explained in 2 episodes
• Generalization — 1× in this paper · explained in 13 episodes
• Local Optimization — 1× in this paper · explained in 2 episodes
• Quantization — 1× in this paper · explained in 12 episodes
• Theoretical Guarantees — 1× in this paper · explained in 2 episodes
• Transformer — 1× in this paper · explained in 2 episodes

Sources

• A Survey of ADMM Variants for Distributed Optimization: Problems, Algorithms and Features

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