% Key papers for Online decision-making with feedback structure (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{icml2019_online_37620, title = {{Online Meta-Learning}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2019}, url = {https://icml.cc/virtual/2019/poster/4195}, } @inproceedings{neurips2018_generalized_57162, title = {{Generalized Inverse Optimization through Online Learning}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2018}, url = {https://nips.cc/virtual/2018/poster/11036}, } @inproceedings{neurips2020_online_60507, title = {{Online Bayesian Persuasion}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2020}, url = {https://nips.cc/virtual/2020/poster/18007}, } @inproceedings{neurips2020_online_60511, title = {{Online Influence Maximization under Linear Threshold Model}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2020}, url = {https://nips.cc/virtual/2020/poster/17340}, } @inproceedings{neurips2020_group_59978, title = {{Group-Fair Online Allocation in Continuous Time}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2020}, url = {https://nips.cc/virtual/2020/poster/18449}, } @inproceedings{aaai2016_online_105043, title = {{Online Instrumental Variable Regression with Applications to Online Linear System Identification}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2016}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/10215}, } @inproceedings{aaai2019_robust_99725, title = {{Robust Online Matching with User Arrival Distribution Drift}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2019}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/3818}, } @inproceedings{aaai2018_weighted_101016, title = {{Weighted Voting Via No-Regret Learning}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2018}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/11466}, } @inproceedings{icml2021_multi_39634, title = {{Multi-Receiver Online Bayesian Persuasion}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2021}, url = {https://icml.cc/virtual/2021/poster/9107}, } @inproceedings{neurips2016_a_55525, title = {{A Bandit Framework for Strategic Regression}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2016}, url = {https://nips.cc/virtual/2016/poster/7007}, } @inproceedings{neurips2021_decentralized_61616, title = {{Decentralized Learning in Online Queuing Systems}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2021}, url = {https://nips.cc/virtual/2021/poster/28298}, } @inproceedings{aaai2020_learning_102205, title = {{Learning to Crawl}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2020}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/6067}, } @inproceedings{aaai2020_optimal_102300, title = {{Optimal Margin Distribution Learning in Dynamic Environments}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2020}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/6162}, } @inproceedings{icml2019_learning_37495, title = {{Learning from Delayed Outcomes via Proxies with Applications to Recommender Systems}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2019}, url = {https://icml.cc/virtual/2019/poster/3921}, } @inproceedings{icml2021_online_39727, title = {{Online A-Optimal Design and Active Linear Regression}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2021}, url = {https://icml.cc/virtual/2021/poster/9369}, } @inproceedings{aaai2021_policy_1174, title = {{Policy Optimization as Online Learning with Mediator Feedback}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2021}, url = {https://aaai.org/papers/08958-policy-optimization-as-online-learning-with-mediator-feedback/}, } @inproceedings{neurips2019_equal_58220, title = {{Equal Opportunity in Online Classification with Partial Feedback}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2019}, url = {https://nips.cc/virtual/2019/poster/13945}, } @inproceedings{aaai2022_simultaneously_2752, title = {{Simultaneously Learning Stochastic and Adversarial Bandits under the Position-Based Model}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2022}, url = {https://aaai.org/papers/06202-simultaneously-learning-stochastic-and-adversarial-bandits-under-the-position-based-model/}, } @inproceedings{icml2020_no_38510, title = {{No-Regret and Incentive-Compatible Online Learning}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2020}, url = {https://icml.cc/virtual/2020/poster/6530}, } @inproceedings{neurips2017_online_56550, title = {{Online Prediction with Selfish Experts}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2017}, url = {https://nips.cc/virtual/2017/poster/8922}, } @inproceedings{aaai2024_regret_7094, title = {{Regret Analysis of Repeated Delegated Choice}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28834}, } @inproceedings{aaai2025_online_10195, title = {{Online Learning of Coalition Structures by Selfish Agents}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33498}, } @inproceedings{aaai2025_regret_10500, title = {{Regret Analysis of Multi-task Representation Learning for Linear-Quadratic Adaptive Control}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33987}, } @inproceedings{icml2024_nash_44369, title = {{Nash Incentive-compatible Online Mechanism Learning via Weakly Differentially Private Online Learning}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2024}, url = {https://icml.cc/virtual/2024/poster/34083}, } @inproceedings{icml2024_performative_45777, title = {{Performative Prediction with Bandit Feedback: Learning through Reparameterization}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2024}, url = {https://icml.cc/virtual/2024/poster/32675}, } @inproceedings{neurips2024_online_72605, title = {{Online Bayesian Persuasion Without a Clue}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/94772}, } @inproceedings{neurips2025_replicable_77390, title = {{Replicable Online Learning}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2025}, url = {https://openreview.net/forum?id=TGuWVMssSa}, } @inproceedings{iclr2025_generalized_81806, title = {{Generalized Principal-Agent Problem with a Learning Agent}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2025}, url = {https://iclr.cc/virtual/2025/poster/29975}, } @inproceedings{icml2024_decoupling_43292, title = {{Decoupling Learning and Decision-Making: Breaking the \$mathcalO(sqrtT)\$ Barrier in Online Resource Allocation with First-Order Methods}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2024}, url = {https://icml.cc/virtual/2024/poster/35160}, } @inproceedings{icml2024_monotone_43519, title = {{Monotone Individual Fairness}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2024}, url = {https://icml.cc/virtual/2024/poster/34933}, } @inproceedings{icml2024_provable_43784, title = {{Provable Interactive Learning with Hindsight Instruction Feedback}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2024}, url = {https://icml.cc/virtual/2024/poster/34668}, } @inproceedings{icml2024_incentivized_45797, title = {{Incentivized Learning in Principal-Agent Bandit Games}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2024}, url = {https://icml.cc/virtual/2024/poster/32655}, } @inproceedings{icml2025_wait_46452, title = {{Wait-Less Offline Tuning and Re-solving for Online Decision Making}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2025}, url = {https://icml.cc/virtual/2025/poster/46114}, } @inproceedings{icml2025_stochastic_46849, title = {{Stochastic Online Conformal Prediction with Semi-Bandit Feedback}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2025}, url = {https://icml.cc/virtual/2025/poster/45727}, } @inproceedings{icml2025_avoiding_47022, title = {{Avoiding Catastrophe in Online Learning by Asking for Help}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2025}, url = {https://icml.cc/virtual/2025/poster/45563}, } @inproceedings{icml2025_online_47571, title = {{Online Learning in the Random-Order Model}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2025}, url = {https://icml.cc/virtual/2025/poster/45025}, } @inproceedings{icml2026_when_52983, title = {{When Drafts Evolve: Speculative Decoding Meets Online Learning}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2026}, url = {https://openreview.net/forum?id=atmmJEFuci}, } @inproceedings{neurips2024_when_70281, title = {{When Is Inductive Inference Possible?}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/96809}, } @inproceedings{neurips2024_online_72736, title = {{Online Control in Population Dynamics}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/94654}, } @inproceedings{neurips2024_online_73281, title = {{Online Learning of Delayed Choices}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/94160}, }