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Yifan Hu
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Year
Biased Stochastic First-Order Methods for Conditional Stochastic Optimization and Applications in Meta Learning
Y Hu, S Zhang, X Chen, N He
Advances in Neural Information Processing Systems 33, 2020
61*2020
Sample complexity of sample average approximation for conditional stochastic optimization
Y Hu, X Chen, N He
SIAM Journal on Optimization 30 (3), 2103-2133, 2020
212020
On the Bias-Variance-Cost Tradeoff of Stochastic Optimization
Y Hu, X Chen, N He
Advances in Neural Information Processing Systems 34, 2021
172021
Distributionally Robust Model-based Reinforcement Learning with Large State Spaces
SS Ramesh, PG Sessa, Y Hu, A Krause, I Bogunovic
arXiv preprint arXiv:2309.02236, 2023
22023
Generalization Bounds of Nonconvex-(Strongly)-Concave Stochastic Minimax Optimization
S Zhang, Y Hu, L Zhang, N He
arXiv preprint arXiv:2205.14278, 2022
1*2022
Efficient Algorithms for Minimizing Compositions of Convex Functions and Random Functions and Its Applications in Network Revenue Management
X Chen, N He, Y Hu, Z Ye
arXiv preprint arXiv:2205.01774, 2022
12022
Contextual Stochastic Bilevel Optimization
Y Hu, J Wang, Y Xie, A Krause, D Kuhn
arXiv preprint arXiv:2310.18535, 2023
2023
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