Published in Journal of Scientific Computing, 2024
Recommended citation: Yue Xie, Zhongjian Wang and Zhiwen Zhang. "Randomized methods for computing optimal transport without regularization and their convergence analysis." Journal of Scientific Computing. https://link.springer.com/article/10.1007/s10915-024-02570-w
Published in Mathematical Programming series A, 2023
Recommended citation: Yue Xie and Stephen J. Wright. "Complexity of a Projected Newton-CG Method for Optimization with Bounds." Math. Program. (2023). https://doi.org/10.1007/s10107-023-02000-z.. https://link.springer.com/article/10.1007/s10107-023-02000-z
Published in Journal of Scientific Computing, 2021
Recommended citation: Yue Xie and Stephen J. Wright. "Complexity of proximal augmented Lagrangian for nonconvex optimization with nonlinear equality constraints." Journal of Scientific Computing. https://link.springer.com/article/10.1007/s10915-021-01409-y
Published in Computational Optimization and Application, 2020
Recommended citation: Yue Xie and Uday V. Shanbhag (2020). "Tractable ADMM schemes for computing KKT points and local minimizers for $\ell_0$-minimization problems." Computational Optimization and Application. https://link.springer.com/article/10.1007/s10589-020-00227-6
Published in IEEE Transactions on Automatic Control, 2019
Extended journal version of the conference paper under a similar name.
Recommended citation: Yue Xie and Uday V. Shanbhag (2019). "SI-ADMM:A stochastic inexact ADMM framework for stochastic convex programs." IEEE Transactions on Automatic Control. vol. 65, no. 6, pp. 2355-2370. https://doi.org/10.1109/TAC.2019.2953209
Published in 2016 Winter Simulation Conference (WSC), 2016
Recommended citation: Yue Xie and Uday V. Shanbhag. (2016). "SI-ADMM: A stochastic inexact ADMM framework for resolving structured stochastic convex programs." 2016 Winter Simulation Conference (WSC). Washington, DC, 2016, pp. 714-725. https://doi.org/10.1109/WSC.2016.7822135
Published in SIAM Journal on Optimization, 2016
Extended journal version of the conference paper of the same name.
Recommended citation: Yue Xie and Uday V. Shanbhag. (2016). "On robust solutions to uncertain linear complementarity problems and their variants." SIAM Journal on Optimization. 26(4), pp. 2020-2159. https://doi.org/10.1137/15M1010427
Published in 53rd IEEE Annual Conference on Decision and Control (CDC), 2014
Recommended citation: Yue Xie and Uday V, Shanbhag. (2014). "On robust solutions to uncertain monotone linear complementarity problems (LCPs) and their variants." 53rd IEEE Annual Conference on Decision and Control (CDC). Los Angeles, CA, 2014, pp. 2834-2839. https://doi.org/10.1109/CDC.2014.7039824