On the estimation performance and convergence rate of the generalized power method for phase synchronization H Liu, MC Yue, A Man-Cho So SIAM Journal on Optimization 27 (4), 2426-2446, 2017 | 79 | 2017 |
A Family of Inexact SQA Methods for Non-Smooth Convex Minimization with Provable Convergence Guarantees Based on the Luo-Tseng Error Bound Property MC Yue, Z Zhou, AMC So Mathematical Programming, 2018 | 62* | 2018 |
On linear optimization over Wasserstein balls MC Yue, D Kuhn, W Wiesemann Mathematical Programming 195 (1), 1107-1122, 2022 | 52 | 2022 |
A robust design for MISO physical-layer multicasting over line-of-sight channels MC Yue, SX Wu, AMC So IEEE Signal Processing Letters 23 (7), 939-943, 2016 | 33 | 2016 |
Universal Barrier Is n-Self-Concordant YT Lee, MC Yue Mathematics of Operations Research 46 (3), 1129-1148, 2021 | 32 | 2021 |
Optimistic distributionally robust optimization for nonparametric likelihood approximation VA Nguyen, SS Abadeh, MC Yue, D Kuhn, W Wiesemann Advances in Neural Information Processing Systems, 15872-15882, 2019 | 32 | 2019 |
A unified approach to synchronization problems over subgroups of the orthogonal group H Liu, MC Yue, AMC So Applied and Computational Harmonic Analysis 66, 320-372, 2023 | 31 | 2023 |
A discrete first-order method for large-scale MIMO detection with provable guarantees H Liu, MC Yue, AMC So, WK Ma 2017 IEEE 18th International Workshop on Signal Processing Advances in …, 2017 | 30 | 2017 |
On the Quadratic Convergence of the Cubic Regularization Method under a Local Error Bound Condition MC Yue, Z Zhou, AMC So SIAM Journal on Optimization, 2019 | 28 | 2019 |
A perturbation inequality for concave functions of singular values and its applications in low-rank matrix recovery MC Yue, AMC So Applied and Computational Harmonic Analysis 40 (2), 396-416, 2016 | 25* | 2016 |
Calculating optimistic likelihoods using (geodesically) convex optimization VA Nguyen, SS Abadeh, MC Yue, D Kuhn, W Wiesemann Advances in Neural Information Processing Systems, 13942-13953, 2019 | 24 | 2019 |
Sequential domain adaptation by synthesizing distributionally robust experts B Taskesen, MC Yue, J Blanchet, D Kuhn, VA Nguyen International Conference on Machine Learning, 10162-10172, 2021 | 21 | 2021 |
Robust Bayesian Recourse TDH Nguyen, N Bui, D Nguyen, MC Yue, VA Nguyen Uncertainty in Artificial Intelligence, 1498-1508, 2022 | 16 | 2022 |
Distributionally Robust Fair Principal Components via Geodesic Descents H Vu, T Tran, MC Yue, VA Nguyen arXiv preprint arXiv:2202.03071, 2022 | 12 | 2022 |
An accelerated first-order method with complexity analysis for solving cubic regularization subproblems R Jiang, MC Yue, Z Zhou Computational Optimization and Applications, 1-36, 2021 | 10 | 2021 |
Acceleration of Short Read Alignment with Runtime Reconfiguration HC Ng, S Liu, I Coleman, RSW Chu, MC Yue, W Luk International Conference on Field Programmable Technology, 2020 | 10 | 2020 |
An Efficient Augmented Lagrangian-Based Method for Linear Equality-Constrained Lasso Z Deng, MC Yue, AMC So ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 9 | 2020 |
SDR approximation bounds for the robust multicast beamforming problem with interference temperature constraints SX Wu, MC Yue, AMC So, WK Ma 2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017 | 7 | 2017 |
A Matrix Generalization of the Hardy-Littlewood-P\'olya Rearrangement Inequality and Its Applications MC Yue arXiv preprint arXiv:2006.08144, 2020 | 6 | 2020 |
Short-step methods are not strongly polynomial-time M Zong, YT Lee, MC Yue Mathematical Programming, 1-14, 2023 | 5 | 2023 |