| Almost optimal algorithms for linear stochastic bandits with heavy-tailed payoffs H Shao, X Yu, I King, MR Lyu Advances in Neural Information Processing Systems 31, 2018 | 49 | 2018 |
| One for one, or all for all: Equilibria and optimality of collaboration in federated learning A Blum, N Haghtalab, RL Phillips, H Shao International Conference on Machine Learning, 1005-1014, 2021 | 46 | 2021 |
| Structure adaptive algorithms for stochastic bandits R Degenne, H Shao, W Koolen International Conference on Machine Learning, 2443-2452, 2020 | 37 | 2020 |
| Pure Exploration of Multi-Armed Bandits with Heavy-Tailed Payoffs. X Yu, H Shao, MR Lyu, I King UAI, 937-946, 2018 | 34 | 2018 |
| A theory of PAC learnability under transformation invariances H Shao, O Montasser, A Blum Advances in Neural Information Processing Systems 35, 13989-14001, 2022 | 17 | 2022 |
| Robust learning under clean-label attack A Blum, S Hanneke, J Qian, H Shao Conference on Learning Theory, 591-634, 2021 | 9 | 2021 |
| Strategic classification under unknown personalized manipulation H Shao, A Blum, O Montasser Advances in Neural Information Processing Systems 36, 2024 | 6 | 2024 |
| On the Effect of Defections in Federated Learning and How to Prevent Them M Han, KK Patel, H Shao, L Wang arXiv preprint arXiv:2311.16459, 2023 | 4 | 2023 |
| Efficient prior-free mechanisms for no-regret agents N Collina, A Roth, H Shao arXiv preprint arXiv:2311.07754, 2023 | 4 | 2023 |
| Eliciting user preferences for personalized multi-objective decision making through comparative feedback H Shao, L Cohen, A Blum, Y Mansour, A Saha, M Walter Advances in Neural Information Processing Systems 36, 2024 | 3 | 2024 |
| Learnability Gaps of Strategic Classification L Cohen, Y Mansour, S Moran, H Shao arXiv preprint arXiv:2402.19303, 2024 | 2 | 2024 |
| Stochastic Bandits with Vector Losses: Minimizing -Norm of Relative Losses X Shang, H Shao, J Qian arXiv preprint arXiv:2010.08061, 2020 | 2 | 2020 |
| Online learning with primary and secondary losses A Blum, H Shao Advances in Neural Information Processing Systems 33, 20427-20436, 2020 | 2 | 2020 |
| Incentivized Collaboration in Active Learning L Cohen, H Shao arXiv preprint arXiv:2311.00260, 2023 | 1 | 2023 |
| Trustworthy Machine Learning under Social and Adversarial Data Sources H Shao arXiv preprint arXiv:2408.01596, 2024 | | 2024 |
