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
41 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
39 2021 Pure Exploration of Multi-Armed Bandits with Heavy-Tailed Payoffs. X Yu, H Shao, MR Lyu, I King
UAI, 937-946, 2018
34 2018 Structure adaptive algorithms for stochastic bandits R Degenne, H Shao, W Koolen
International Conference on Machine Learning, 2443-2452, 2020
33 2020 A theory of PAC learnability under transformation invariances H Shao, O Montasser, A Blum
Advances in Neural Information Processing Systems 35, 13989-14001, 2022
13 2022 Robust learning under clean-label attack A Blum, S Hanneke, J Qian, H Shao
Conference on Learning Theory, 591-634, 2021
7 2021 Strategic classification under unknown personalized manipulation H Shao, A Blum, O Montasser
Advances in Neural Information Processing Systems 36, 2024
5 2024 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
2 2024 Efficient prior-free mechanisms for no-regret agents N Collina, A Roth, H Shao
arXiv preprint arXiv:2311.07754, 2023
2 2023 Stochastic Bandits with Vector Losses: Minimizing -Norm of Relative Losses X Shang, H Shao, J Qian
arXiv preprint arXiv:2010.08061, 2020
2 2020 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
1 2023 Incentivized Collaboration in Active Learning L Cohen, H Shao
arXiv preprint arXiv:2311.00260, 2023
1 2023 Online learning with primary and secondary losses A Blum, H Shao
Advances in Neural Information Processing Systems 33, 20427-20436, 2020
1 2020 Learnability Gaps of Strategic Classification L Cohen, Y Mansour, S Moran, H Shao
arXiv preprint arXiv:2402.19303, 2024
2024