% Key papers for Learning-augmented online algorithms (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{neurips2020_the_60958,
  title = {{The Primal-Dual method for Learning Augmented Algorithms}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2020},
  url = {https://nips.cc/virtual/2020/poster/18450},
}

@inproceedings{neurips2017_parameter_56563,
  title = {{Parameter-Free Online Learning via Model Selection}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2017},
  url = {https://nips.cc/virtual/2017/poster/9374},
}

@inproceedings{neurips2020_optimal_60539,
  title = {{Optimal Robustness-Consistency Trade-offs for Learning-Augmented Online Algorithms}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2020},
  url = {https://nips.cc/virtual/2020/poster/18095},
}

@inproceedings{neurips2020_learning_60151,
  title = {{Learning Augmented Energy Minimization via Speed Scaling}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2020},
  url = {https://nips.cc/virtual/2020/poster/18369},
}

@inproceedings{aaai2021_data_360,
  title = {{Data-driven Competitive Algorithms for Online Knapsack and Set Cover}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/10833-data-driven-competitive-algorithms-for-online-knapsack-and-set-cover/},
}

@inproceedings{neurips2016_designing_55677,
  title = {{Designing smoothing functions for improved worst-case competitive ratio in online optimization}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2016},
  url = {https://nips.cc/virtual/2016/poster/7255},
}

@inproceedings{aaai2022_robustification_2661,
  title = {{Robustification of Online Graph Exploration Methods}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2022},
  url = {https://aaai.org/papers/09732-robustification-of-online-graph-exploration-methods/},
}

@inproceedings{aaai2023_learning_4056,
  title = {{Learning-Augmented Algorithms for Online TSP on the Line}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2023},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/26414},
}

@inproceedings{aaai2022_learning_2359,
  title = {{Learning-Augmented Algorithms for Online Steiner Tree}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2022},
  url = {https://aaai.org/papers/08744-learning-augmented-algorithms-for-online-steiner-tree/},
}

@inproceedings{neurips2020_improving_60068,
  title = {{Improving Online Rent-or-Buy Algorithms with Sequential Decision Making and ML Predictions}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2020},
  url = {https://nips.cc/virtual/2020/poster/18248},
}

@inproceedings{neurips2021_faster_63015,
  title = {{Faster Matchings via Learned Duals}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2021},
  url = {https://nips.cc/virtual/2021/poster/26636},
}

@inproceedings{icml2022_faster_40550,
  title = {{Faster Fundamental Graph Algorithms via Learned Predictions}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2022},
  url = {https://icml.cc/virtual/2022/poster/16397},
}

@inproceedings{neurips2020_online_60505,
  title = {{Online Algorithms for Multi-shop Ski Rental with Machine Learned Advice}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2020},
  url = {https://nips.cc/virtual/2020/poster/17958},
}

@inproceedings{neurips2021_learning_61703,
  title = {{Learning-Augmented Dynamic Power Management with Multiple States via New Ski Rental Bounds}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2021},
  url = {https://nips.cc/virtual/2021/poster/26377},
}

@inproceedings{icml2021_robust_39893,
  title = {{Robust Learning-Augmented Caching: An Experimental Study}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2021},
  url = {https://icml.cc/virtual/2021/poster/8581},
}

@inproceedings{neurips2021_online_61545,
  title = {{Online Facility Location with Multiple Advice}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2021},
  url = {https://nips.cc/virtual/2021/poster/27508},
}

@inproceedings{icml2022_parsimonious_40992,
  title = {{Parsimonious Learning-Augmented Caching}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2022},
  url = {https://icml.cc/virtual/2022/poster/16573},
}

@inproceedings{neurips2017_multi_56488,
  title = {{Multi-Objective Non-parametric Sequential Prediction}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2017},
  url = {https://nips.cc/virtual/2017/poster/9121},
}

@inproceedings{neurips2021_a_61785,
  title = {{A Regression Approach to Learning-Augmented Online Algorithms}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2021},
  url = {https://nips.cc/virtual/2021/poster/28514},
}

@inproceedings{neurips2021_pareto_63575,
  title = {{Pareto-Optimal Learning-Augmented Algorithms for Online Conversion Problems}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2021},
  url = {https://nips.cc/virtual/2021/poster/27958},
}

@inproceedings{neurips2024_learning_70204,
  title = {{Learning-Augmented Priority Queues}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/96881},
}

@inproceedings{neurips2024_learning_70368,
  title = {{Learning-Augmented Algorithms for the Bahncard Problem}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/96732},
}

@inproceedings{neurips2024_mac_71687,
  title = {{MAC Advice for facility location mechanism design}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/95596},
}

@inproceedings{neurips2024_overcoming_73192,
  title = {{Overcoming Brittleness in Pareto-Optimal Learning Augmented Algorithms}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/94241},
}

@inproceedings{aaai2024_learning_6515,
  title = {{Learning-Augmented Online Algorithm for Two-Level Ski-Rental Problem}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/30010},
}

@inproceedings{iclr2024_algorithms_34412,
  title = {{Algorithms for Caching and MTS with reduced number of predictions}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/18663},
}

@inproceedings{icml2024_non_45133,
  title = {{Non-clairvoyant Scheduling with Partial Predictions}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/33319},
}

@inproceedings{icml2025_near_46407,
  title = {{Near-Optimal Consistency-Robustness Trade-Offs for Learning-Augmented Online Knapsack Problems}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2025},
  url = {https://icml.cc/virtual/2025/poster/46157},
}

@inproceedings{icml2024_online_43506,
  title = {{Online bipartite matching with imperfect advice}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/34946},
}

@inproceedings{icml2024_robust_44658,
  title = {{Robust Learning-Augmented Dictionaries}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/33794},
}

@inproceedings{icml2024_incremental_45709,
  title = {{Incremental Topological Ordering and Cycle Detection with Predictions}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/32743},
}

@inproceedings{icml2025_pareto_47747,
  title = {{Pareto-Optimality, Smoothness, and Stochasticity in Learning-Augmented One-Max-Search}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2025},
  url = {https://icml.cc/virtual/2025/poster/44853},
}

@inproceedings{icml2026_robust_49601,
  title = {{Robust and Consistent Ski Rental with Distributional Advice}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2026},
  url = {https://openreview.net/forum?id=42RDNNJdWf},
}

@inproceedings{icml2026_towards_50650,
  title = {{Towards Optimal Robustness in Learning-Augmented Paging}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2026},
  url = {https://openreview.net/forum?id=ESa07RwpVr},
}

@inproceedings{icml2026_near_50959,
  title = {{Near-Optimal Dynamic Matching via Coarsening with Application to Heart Transplantation}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2026},
  url = {https://openreview.net/forum?id=HQTsYta4XX},
}

@inproceedings{icml2026_learning_51160,
  title = {{Learning-Augmented Online Minimization with Dual Predictions}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2026},
  url = {https://openreview.net/forum?id=JIbkbLYo3o},
}

@inproceedings{icml2026_parsimonious_51725,
  title = {{Parsimonious Learning-Augmented Online Metric Matching}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2026},
  url = {https://openreview.net/forum?id=PFpbi7pceh},
}

@inproceedings{icml2026_learning_55110,
  title = {{Learning-Augmented Online Covering Problems}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2026},
  url = {https://openreview.net/forum?id=vbty65Z76C},
}

@inproceedings{neurips2024_barely_71917,
  title = {{Barely Random Algorithms and Collective Metrical Task Systems}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/95387},
}

@inproceedings{neurips2024_online_73049,
  title = {{Online Weighted Paging with Unknown Weights}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/94374},
}