"decentralized training" Papers

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Learning to Specialize: Joint Gating-Expert Training for Adaptive MoEs in Decentralized Settings

Yehya Farhat, Hamza ElMokhtar Shili, Fangshuo Liao et al.

NeurIPS 2025posterarXiv:2306.08586
3
citations

Unveiling the Power of Multiple Gossip Steps: A Stability-Based Generalization Analysis in Decentralized Training

NeurIPS 2025arXiv:2510.07980

Position: Exploring the Robustness of Pipeline-Parallelism-Based Decentralized Training

Lin Lu, Chenxi Dai, Wangcheng Tao et al.

ICML 2024poster

Rethinking the Flat Minima Searching in Federated Learning

Taehwan Lee, Sung Whan Yoon

ICML 2024poster