| 2025 | ICML | Causal Logistic Bandits with Counterfactual Fairness Constraints. | Jiajun Chen, Jin Tian, Christopher John Quinn |
| 2024 | AAAI | Combinatorial Stochastic-Greedy Bandit. | Fares Fourati, Christopher John Quinn, Mohamed-Slim Alouini, Vaneet Aggarwal |
| 2024 | ICLR | Unified Projection-Free Algorithms for Adversarial DR-Submodular Optimization. | Mohammad Pedramfar, Yididiya Y. Nadew, Christopher John Quinn, Vaneet Aggarwal |
| 2024 | ICML | Conditionally-Conjugate Gaussian Process Factor Analysis for Spike Count Data via Data Augmentation. | Yididiya Y. Nadew, Xuhui Fan, Christopher John Quinn |
| 2023 | ICML | A Framework for Adapting Offline Algorithms to Solve Combinatorial Multi-Armed Bandit Problems with Bandit Feedback. | Guanyu Nie, Yididiya Y. Nadew, Yanhui Zhu, Vaneet Aggarwal, Christopher John Quinn |
| 2023 | UAI | Size-constrained k-submodular maximization in near-linear time. | Guanyu Nie, Yanhui Zhu, Yididiya Y. Nadew, Samik Basu, A. Pavan, Christopher John Quinn |
| 2022 | UAI | An explore-then-commit algorithm for submodular maximization under full-bandit feedback. | Guanyu Nie, Mridul Agarwal, Abhishek Kumar Umrawal, Vaneet Aggarwal, Christopher John Quinn |