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Liyuan Cao
Liyuan Cao
Verified email at bicmr.pku.edu.cn - Homepage
Title
Cited by
Cited by
Year
A theoretical and empirical comparison of gradient approximations in derivative-free optimization
AS Berahas, L Cao, K Choromanski, K Scheinberg
Foundations of Computational Mathematics 22 (2), 507-560, 2022
1422022
Global convergence rate analysis of a generic line search algorithm with noise
AS Berahas, L Cao, K Scheinberg
SIAM Journal on Optimization 31 (2), 1489-1518, 2021
682021
First-and second-order high probability complexity bounds for trust-region methods with noisy oracles
L Cao, AS Berahas, K Scheinberg
Mathematical Programming, 1-52, 2023
192023
Linear interpolation gives better gradients than Gaussian smoothing in derivative-free optimization
AS Berahas, L Cao, K Choromanski, K Scheinberg
arXiv preprint arXiv:1905.13043, 2019
172019
Global convergence rate analysis of a generic line search algorithm with noise (2019)
AS Berahas, L Cao, K Scheinberg
arXiv preprint arxiv:1910.04055, 2019
32019
A new algorithm for quadratic integer programming problems with cardinality constraint
F Wang, L Cao
Japan Journal of Industrial and Applied Mathematics 37 (2), 449-460, 2020
22020
Sharper Convergence Guarantees for Federated Learning with Partial Model Personalization
Y Chen, L Cao, K Yuan, Z Wen
arXiv preprint arXiv:2309.17409, 2023
2023
The Error in Multivariate Linear Extrapolation with Applications to Derivative-Free Optimization
L Cao, Z Wen, Y Yuan
arXiv preprint arXiv:2307.00358, 2023
2023
Some Sharp Error Bounds for Multivariate Linear Interpolation and Extrapolation
L Cao, Z Wen, Y Yuan
arXiv preprint arXiv:2209.12606, 2022
2022
Model-Based Derivative-Free Optimization Methods and Analysis of Stochastic Nonlinear Optimization
L Cao
Lehigh University, 2021
2021
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