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Yunbei Xu
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Year
Acceleration of primal–dual methods by preconditioning and simple subproblem procedures
Y Liu, Y Xu, W Yin
Journal of Scientific Computing 86 (2), 21, 2021
402021
Upper counterfactual confidence bounds: a new optimism principle for contextual bandits
Y Xu, A Zeevi
arXiv preprint arXiv:2007.07876, 2020
282020
Towards optimal problem dependent generalization error bounds in statistical learning theory
Y Xu, A Zeevi
Mathematics of Operations Research, 2024
202024
Bayesian design principles for frequentist sequential learning
Y Xu, A Zeevi
arXiv preprint arXiv:2310.00806, 2023
42023
Towards problem-dependent optimal learning rates
Y Xu, A Zeevi
Advances in Neural Information Processing Systems 33, 2196-2206, 2020
32020
Algorithm Design and Localization Analysis in Sequential and Statistical Learning
Y Xu
Columbia University, 2023
2023
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