| Cost-effectiveness analysis of EGFR mutation testing and afatinib versus gemcitabine-cisplatin as first-line therapy for advanced non-small-cell lung cancer in China R You, J Liu, DBC Wu, XY Qian, B Lyu, Y Zhang, N Luo Cancer management and research, 10239-10248, 2019 | 16 | 2019 |
| Addressing budget allocation and revenue allocation in data market environments using an adaptive sampling algorithm B Zhao, B Lyu, RC Fernandez, M Kolar International Conference on Machine Learning, 42081-42097, 2023 | 9 | 2023 |
| Pessimism meets VCG: Learning dynamic mechanism design via offline reinforcement learning B Lyu, Z Wang, M Kolar, Z Yang International Conference on Machine Learning, 14601-14638, 2022 | 9 | 2022 |
| Learning dynamic mechanisms in unknown environments: A reinforcement learning approach S Qiu, B Lyu, Q Meng, Z Wang, Z Yang, MI Jordan Journal of Machine Learning Research 25 (397), 1-73, 2024 | 7 | 2024 |
| Personalized federated learning with multiple known clusters B Lyu, F Hanzely, M Kolar arXiv preprint arXiv:2204.13619, 2022 | 6 | 2022 |
| Traversing pareto optimal policies: Provably efficient multi-objective reinforcement learning S Qiu, D Zhang, R Yang, B Lyu, T Zhang arXiv preprint arXiv:2407.17466, 2024 | 4 | 2024 |
| One policy is enough: Parallel exploration with a single policy is near-optimal for reward-free reinforcement learning P Cisneros-Velarde, B Lyu, S Koyejo, M Kolar International Conference on Artificial Intelligence and Statistics, 1965-2001, 2023 | 4 | 2023 |
| A reinforcement learning approach in multi-phase second-price auction design R Ai, B Lyu, Z Wang, Z Yang, MI Jordan arXiv preprint arXiv:2210.10278, 2022 | 4 | 2022 |
| L-SVRG and L-Katyusha with adaptive sampling B Zhao, B Lyu, M Kolar Transactions on Machine Learning Research, 2024 | 2 | 2024 |
| Pairwise ranking losses of click-through rates prediction for welfare maximization in ad auctions B Lyu, Z Feng, Z Robertson, S Koyejo International Conference on Machine Learning, 23239-23263, 2023 | 2 | 2023 |
| Pessimism meets risk: risk-sensitive offline reinforcement learning D Zhang, B Lyu, S Qiu, M Kolar, T Zhang ICML'24: Proceedings of the 41st International Conference on Machine Learning, 2024 | 1 | 2024 |
| An Instrumental Value for Data Production and its Application to Data Pricing R Ai, B Lyu, Z Wang, Z Yang, H Xu arXiv preprint arXiv:2412.18140, 2024 | | 2024 |
| Optimal Mechanism Design for Sequential Decision Making Processes B Lyu The University of Chicago, 2024 | | 2024 |
