% Key papers for Compressed distributed optimization (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{neurips2017_collaborative_56197,
  title = {{Collaborative Deep Learning in Fixed Topology Networks}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2017},
  url = {https://nips.cc/virtual/2017/poster/9363},
}

@inproceedings{icml2018_improving_36754,
  title = {{Improving the Privacy and Accuracy of ADMM-Based Distributed Algorithms}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2018},
  url = {https://icml.cc/virtual/2018/poster/2075},
}

@inproceedings{icml2021_quasi_39844,
  title = {{Quasi-global Momentum: Accelerating Decentralized Deep Learning on Heterogeneous Data}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2021},
  url = {https://icml.cc/virtual/2021/poster/10319},
}

@inproceedings{aaai2021_differentially_432,
  title = {{Differentially Private and Communication Efficient Collaborative Learning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/07219-differentially-private-and-communication-efficient-collaborative-learning/},
}

@inproceedings{iclr2021_a_30726,
  title = {{A Better Alternative to Error Feedback for Communication-Efficient Distributed Learning}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2021},
  url = {https://iclr.cc/virtual/2021/poster/3119},
}

@inproceedings{aaai2024_deprl_5604,
  title = {{DePRL: Achieving Linear Convergence Speedup in Personalized Decentralized Learning with Shared Representations}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29543},
}

@inproceedings{neurips2016_bootstrap_55608,
  title = {{Bootstrap Model Aggregation for Distributed Statistical Learning}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2016},
  url = {https://nips.cc/virtual/2016/poster/6939},
}

@inproceedings{icml2020_communication_38023,
  title = {{Communication-Efficient Distributed PCA by Riemannian Optimization}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2020},
  url = {https://icml.cc/virtual/2020/poster/6359},
}

@inproceedings{neurips2022_beer_64517,
  title = {{BEER: Fast \$O(1/T)\$ Rate for Decentralized Nonconvex Optimization with Communication Compression}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2022},
  url = {https://nips.cc/virtual/2022/poster/53161},
}

@inproceedings{neurips2021_preserved_63228,
  title = {{Preserved central model for faster bidirectional compression in distributed settings}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2021},
  url = {https://nips.cc/virtual/2021/poster/27076},
}

@inproceedings{neurips2022_rate_64198,
  title = {{Rate-Distortion Theoretic Bounds on Generalization Error for Distributed Learning}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2022},
  url = {https://nips.cc/virtual/2022/poster/53288},
}

@inproceedings{neurips2023_incentivizing_68998,
  title = {{Incentivizing Honesty among Competitors in Collaborative Learning and Optimization}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2023},
  url = {https://nips.cc/virtual/2023/poster/70872},
}

@inproceedings{aaai2023_distributed_3483,
  title = {{Distributed Spectrum-Based Fault Localization}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2023},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/25798},
}

@inproceedings{neurips2022_distributed_64556,
  title = {{Distributed Methods with Compressed Communication for Solving Variational Inequalities, with Theoretical Guarantees}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2022},
  url = {https://nips.cc/virtual/2022/poster/54886},
}

@inproceedings{cvpr2022_robust_19748,
  title = {{Robust Combination of Distributed Gradients Under Adversarial Perturbations}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{iclr2023_episode_33416,
  title = {{EPISODE: Episodic Gradient Clipping with Periodic Resampled Corrections for Federated Learning with Heterogeneous Data}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2023},
  url = {https://iclr.cc/virtual/2023/poster/11143},
}

@inproceedings{neurips2024_cobo_72261,
  title = {{CoBo: Collaborative Learning via Bilevel Optimization}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/95083},
}

@inproceedings{aaai2024_robust_7170,
  title = {{Robust Distributed Gradient Aggregation Using Projections onto Gradient Manifolds}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29214},
}

@inproceedings{icml2024_embarrassingly_44105,
  title = {{Embarrassingly Parallel GFlowNets}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/34347},
}

@inproceedings{icml2026_distributed_54087,
  title = {{Distributed Direct Preference Optimization}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2026},
  url = {https://openreview.net/forum?id=ljNZyrAlaa},
}

@inproceedings{neurips2024_byzantine_71323,
  title = {{Byzantine Robustness and Partial Participation Can Be Achieved at Once: Just Clip Gradient Differences}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/95924},
}

@inproceedings{neurips2026_loscar_94996,
  title = {{LOSCAR-SGD: Local SGD with Communication-Computation Overlap and Delay-Corrected Sparse Model Averaging}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2026},
  url = {https://neurips.cc/virtual/2026/poster/149908},
}

@inproceedings{icml2024_locally_44417,
  title = {{Locally Differentially Private Decentralized Stochastic Bilevel Optimization with Guaranteed Convergence Accuracy}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/34035},
}

@inproceedings{iclr2026_on_89525,
  title = {{On The Surprising Effectiveness of a Single Global Merging in Decentralized Learning}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2026},
  url = {https://openreview.net/forum?id=zrFnwRHuQo},
}

@inproceedings{neurips2026_federated_91127,
  title = {{Federated Distributionally Robust Neural Combinatorial Optimization with Convergence Guarantees}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2026},
  url = {https://neurips.cc/virtual/2026/poster/155993},
}

@inproceedings{neurips2026_dpa_92603,
  title = {{DPA: Decentralized Primal Averaging with Quasi-Global Momentum for Highly Heterogeneous Data}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2026},
  url = {https://neurips.cc/virtual/2026/poster/155094},
}

@inproceedings{neurips2026_talk_93049,
  title = {{Talk Less, Work More: Communication-Efficient Decentralized Stochastic Approximation}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2026},
  url = {https://neurips.cc/virtual/2026/poster/155976},
}

@inproceedings{cvpr2026_beyond_95634,
  title = {{Beyond Euclidean Gossip: KL-Barycentric Consensus on Heterogeneous and Imbalanced Images}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2026},
  url = {https://openaccess.thecvf.com/content/CVPR2026/html/Xu_Beyond_Euclidean_Gossip_KL-Barycentric_Consensus_on_Heterogeneous_and_Imbalanced_Images_CVPR_2026_paper.html},
}