% Key papers for Decentralized peer-to-peer training (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{icml2018_d_36466,
  title = {{\$D^2\$: Decentralized Training over Decentralized Data}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2018},
  url = {https://icml.cc/virtual/2018/poster/2485},
}

@inproceedings{icml2020_the_38851,
  title = {{The Non-IID Data Quagmire of Decentralized Machine Learning}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2020},
  url = {https://icml.cc/virtual/2020/poster/6306},
}

@inproceedings{cvpr2022_learning_19213,
  title = {{Learning To Collaborate in Decentralized Learning of Personalized Models}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{aaai2020_distributed_102709,
  title = {{Distributed Machine Learning through Heterogeneous Edge Systems}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2020},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/6207},
}

@inproceedings{neurips2018_cola_56930,
  title = {{COLA: Decentralized Linear Learning}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2018},
  url = {https://nips.cc/virtual/2018/poster/11447},
}

@inproceedings{neurips2020_breaking_59485,
  title = {{Breaking the Communication-Privacy-Accuracy Trilemma}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2020},
  url = {https://nips.cc/virtual/2020/poster/18490},
}

@inproceedings{iclr2020_decentralized_29677,
  title = {{Decentralized Deep Learning with Arbitrary Communication Compression}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2020},
  url = {https://openreview.net/forum?id=SkgGCkrKvH},
}

@inproceedings{neurips2020_distributed_59720,
  title = {{Distributed Distillation for On-Device Learning}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2020},
  url = {https://nips.cc/virtual/2020/poster/17881},
}

@inproceedings{icml2019_distributed_37301,
  title = {{Distributed Learning over Unreliable Networks}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2019},
  url = {https://icml.cc/virtual/2019/poster/4184},
}

@inproceedings{aaai2022_distreal_1914,
  title = {{DISTREAL: Distributed Resource-Aware Learning in Heterogeneous Systems}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2022},
  url = {https://aaai.org/papers/08062-distreal-distributed-resource-aware-learning-in-heterogeneous-systems/},
}

@inproceedings{neurips2021_drive_61930,
  title = {{DRIVE: One-bit Distributed Mean Estimation}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2021},
  url = {https://nips.cc/virtual/2021/poster/27677},
}

@inproceedings{neurips2021_relaysum_62193,
  title = {{RelaySum for Decentralized Deep Learning on Heterogeneous Data}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2021},
  url = {https://nips.cc/virtual/2021/poster/27285},
}

@inproceedings{icml2021_communication_39146,
  title = {{Communication-Efficient Distributed SVD via Local Power Iterations}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2021},
  url = {https://icml.cc/virtual/2021/poster/8659},
}

@inproceedings{neurips2021_leveraging_61599,
  title = {{Leveraging Spatial and Temporal Correlations in Sparsified Mean Estimation}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2021},
  url = {https://nips.cc/virtual/2021/poster/26339},
}

@inproceedings{neurips2023_global_69604,
  title = {{Global Update Tracking: A Decentralized Learning Algorithm for Heterogeneous Data}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2023},
  url = {https://nips.cc/virtual/2023/poster/70328},
}

@inproceedings{cvpr2024_dimat_23086,
  title = {{DIMAT: Decentralized Iterative Merging-And-Training for Deep Learning Models}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31892},
}

@inproceedings{icml2021_cross_39181,
  title = {{Cross-Gradient Aggregation for Decentralized Learning from Non-IID Data}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2021},
  url = {https://icml.cc/virtual/2021/poster/9767},
}

@inproceedings{neurips2021_moshpit_62724,
  title = {{Moshpit SGD: Communication-Efficient Decentralized Training on Heterogeneous Unreliable Devices}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2021},
  url = {https://nips.cc/virtual/2021/poster/27066},
}

@inproceedings{iclr2024_federated_35394,
  title = {{Federated Wasserstein Distance}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/17679},
}

@inproceedings{icml2019_communication_37231,
  title = {{Communication-Constrained Inference and the Role of Shared Randomness}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2019},
  url = {https://icml.cc/virtual/2019/poster/3569},
}

@inproceedings{aaai2024_the_7554,
  title = {{The Promise of Serverless Computing within Peer-to-Peer Architectures for Distributed ML Training}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/30392},
}

@inproceedings{neurips2024_hyperprism_70376,
  title = {{HyperPrism: An Adaptive Non-linear Aggregation Framework for Distributed Machine Learning over Non-IID Data and Time-varying Communication Links}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/96724},
}

@inproceedings{neurips2024_sketching_70136,
  title = {{Sketching for Distributed Deep Learning: A Sharper Analysis}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/96942},
}

@inproceedings{neurips2024_universal_74042,
  title = {{Universal Sample Coding}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/93482},
}

@inproceedings{neurips2024_on_74314,
  title = {{On the Necessity of Collaboration for Online Model Selection with Decentralized Data}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/93244},
}

@inproceedings{neurips2025_distributed_78549,
  title = {{Distributed mediation analysis with communication efficiency}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=fqsxfizLpk},
}

@inproceedings{iclr2025_dice_80631,
  title = {{DICE: Data Influence Cascade in Decentralized Learning}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/31136},
}

@inproceedings{aaai2026_fusedrec_106205,
  title = {{FusedRec: Fused Embedding Communication for Distributed Recommendation Training on GPUs}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/38512},
}

@inproceedings{icml2025_pdudt_46919,
  title = {{PDUDT: Provable Decentralized Unlearning under Dynamic Topologies}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2025},
  url = {https://icml.cc/virtual/2025/poster/45661},
}

@inproceedings{neurips2026_beyond_94895,
  title = {{Beyond Flat Gossip: Tiered Gossip Learning for Scalable Collaborative AI}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2026},
  url = {https://neurips.cc/virtual/2026/poster/154579},
}