% Key papers for Error feedback theory (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{neurips2018_communication_56948, title = {{Communication Compression for Decentralized Training}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2018}, url = {https://nips.cc/virtual/2018/poster/11735}, } @inproceedings{neurips2021_ef21_61487, title = {{EF21: A New, Simpler, Theoretically Better, and Practically Faster Error Feedback}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2021}, url = {https://nips.cc/virtual/2021/poster/26321}, } @inproceedings{aaai2021_step_1422, title = {{Step-Ahead Error Feedback for Distributed Training with Compressed Gradient}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2021}, url = {https://aaai.org/papers/10478-step-ahead-error-feedback-for-distributed-training-with-compressed-gradient/}, } @inproceedings{iclr2023_variance_33204, title = {{Variance Reduction is an Antidote to Byzantines: Better Rates, Weaker Assumptions and Communication Compression as a Cherry on the Top}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2023}, url = {https://iclr.cc/virtual/2023/poster/11657}, } @inproceedings{neurips2022_ef_64852, title = {{EF-BV: A Unified Theory of Error Feedback and Variance Reduction Mechanisms for Biased and Unbiased Compression in Distributed Optimization}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2022}, url = {https://nips.cc/virtual/2022/poster/54340}, } @inproceedings{neurips2021_smoothness_62002, title = {{Smoothness Matrices Beat Smoothness Constants: Better Communication Compression Techniques for Distributed Optimization}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2021}, url = {https://nips.cc/virtual/2021/poster/27707}, } @inproceedings{neurips2021_errorcompensatedx_62595, title = {{ErrorCompensatedX: error compensation for variance reduced algorithms}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2021}, url = {https://nips.cc/virtual/2021/poster/27936}, } @inproceedings{neurips2023_unbiased_67137, title = {{Unbiased Compression Saves Communication in Distributed Optimization: When and How Much?}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2023}, url = {https://nips.cc/virtual/2023/poster/72571}, } @inproceedings{iclr2024_econtrol_35157, title = {{EControl: Fast Distributed Optimization with Compression and Error Control}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2024}, url = {https://iclr.cc/virtual/2024/poster/17916}, } @inproceedings{neurips2022_theoretically_64259, title = {{Theoretically Better and Numerically Faster Distributed Optimization with Smoothness-Aware Quantization Techniques}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2022}, url = {https://nips.cc/virtual/2022/poster/53476}, } @inproceedings{aaai2025_accelerated_7994, title = {{Accelerated Methods with Compressed Communications for Distributed Optimization Problems Under Data Similarity}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33716}, } @inproceedings{icml2026_a_53286, title = {{A Tight Theory of Error Feedback Algorithms in Distributed Optimization}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2026}, url = {https://openreview.net/forum?id=dyRD6lBH8K}, } @inproceedings{neurips2023_momentum_66614, title = {{Momentum Provably Improves Error Feedback!}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2023}, url = {https://nips.cc/virtual/2023/poster/73005}, } @inproceedings{neurips2024_don_71106, title = {{Don't Compress Gradients in Random Reshuffling: Compress Gradient Differences}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/96110}, } @inproceedings{neurips2025_tight_78735, title = {{Tight analyses of first-order methods with error feedback}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2025}, url = {https://openreview.net/forum?id=hlPk6Hi43e}, } @inproceedings{iclr2026_composite_86406, title = {{Composite Optimization with Error Feedback: the Dual Averaging Approach}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2026}, url = {https://openreview.net/forum?id=PSmakC4sw5}, } @inproceedings{icml2025_safe_46319, title = {{Safe-EF: Error Feedback for Non-smooth Constrained Optimization}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2025}, url = {https://icml.cc/virtual/2025/poster/46242}, }