Decentralized Sporadic Federated Learning: A Unified Algorithmic Framework with Convergence Guarantees

Shahryar Zehtabi, Dong-Jun Han, Rohit Parasnis, Seyyedali Hosseinalipour, Christopher G. Brinton
2/12/2026

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Decentralized Sporadic Federated Learning: A Unified Algorithmic Framework with Convergence Guarantees

90PythonFeb 4, 20249 months ago
decentralized-federated-learningdistributed-optimizationfederated-learningiclr2025sporadic

Cite this paper

@article{zehtabi2026decentralized,
  title  = {Decentralized Sporadic Federated Learning: A Unified Algorithmic Framework with Convergence Guarantees},
  author = {Shahryar Zehtabi and Dong-Jun Han and Rohit Parasnis and Seyyedali Hosseinalipour and Christopher G. Brinton},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:b797f120a7dbc4b55d45f46fa19579e8b1e78390},
  journal = {ICLR 2025 2025}
}

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