Research map / Optimization / Distributed and compressed
On The Surprising Effectiveness of a Single Global Merging in Decentralized Learning
Read the paperCheck your idea against 108,967 papers
AI-extracted summary. Written by AI from the paper's title only (no summary yet). Numbers and claims can be wrong or missing context, so check the paper before you cite or build on it.
Closest papers by meaning
- Unveiling the Power of Multiple Gossip Steps: A Stability-Based Generalization Analysis in Decentralized Training (NeurIPS 2025 · similarity 0.91)
- Stability-Based Generalization Analysis of the Asynchronous Decentralized SGD (AAAI 2023 · similarity 0.89)
- Widening the Network Mitigates the Impact of Data Heterogeneity on FedAvg (ICML 2025 · similarity 0.86)
- PDUDT: Provable Decentralized Unlearning under Dynamic Topologies (ICML 2025 · similarity 0.86)
- DePRL: Achieving Linear Convergence Speedup in Personalized Decentralized Learning with Shared Representations (AAAI 2024 · similarity 0.86)
- Scalable Decentralized Learning with Teleportation (ICLR 2025 · similarity 0.86)
Writing a paper in this area? scime draft is a free LaTeX editor with AI included, real-time co-authors and a check of your references and venue rules before you submit. It also imports OpenAI Prism projects.
