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Man-Chung Yue
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2020 – today
- 2024
- [j10]Manru Zong, Yin Tat Lee, Man-Chung Yue:
Short-step methods are not strongly polynomial-time. Math. Program. 207(1): 733-746 (2024) - [j9]Wouter Jongeneel, Man-Chung Yue, Daniel Kuhn:
Small Errors in Random Zeroth-Order Optimization Are Imaginary. SIAM J. Optim. 34(3): 2638-2670 (2024) - [j8]Zhichun Yang, Fu-quan Xia, Kai Tu, Man-Chung Yue:
Variance Reduced Random Relaxed Projection Method for Constrained Finite-Sum Minimization Problems. IEEE Trans. Signal Process. 72: 2188-2203 (2024) - [i12]Man-Chung Yue, Yves Rychener, Daniel Kuhn, Viet Anh Nguyen:
A Geometric Unification of Distributionally Robust Covariance Estimators: Shrinking the Spectrum by Inflating the Ambiguity Set. CoRR abs/2405.20124 (2024) - 2023
- [i11]Ngoc Bui, Duy Nguyen, Man-Chung Yue, Viet Anh Nguyen:
Coverage-Validity-Aware Algorithmic Recourse. CoRR abs/2311.11349 (2023) - 2022
- [j7]Man-Chung Yue, Daniel Kuhn, Wolfram Wiesemann:
On linear optimization over Wasserstein balls. Math. Program. 195(1): 1107-1122 (2022) - [c10]Hieu Vu, Toan Tran, Man-Chung Yue, Viet Anh Nguyen:
Distributionally Robust Fair Principal Components via Geodesic Descents. ICLR 2022 - [c9]Yihang Gao, Man-Chung Yue, Michael Ng:
Approximate Secular Equations for the Cubic Regularization Subproblem. NeurIPS 2022 - [c8]Tuan-Duy H. Nguyen, Ngoc Bui, Duy Nguyen, Man-Chung Yue, Viet Anh Nguyen:
Robust Bayesian recourse. UAI 2022: 1498-1508 - [i10]Hieu Vu, Toan Tran, Man-Chung Yue, Viet Anh Nguyen:
Distributionally Robust Fair Principal Components via Geodesic Descents. CoRR abs/2202.03071 (2022) - [i9]Tuan-Duy H. Nguyen, Ngoc Bui, Duy Nguyen, Man-Chung Yue, Viet Anh Nguyen:
Robust Bayesian Recourse. CoRR abs/2206.10833 (2022) - [i8]Yihang Gao, Man-Chung Yue, Michael Kwok-Po Ng:
Approximate Secular Equations for the Cubic Regularization Subproblem. CoRR abs/2209.13268 (2022) - 2021
- [j6]Rujun Jiang, Man-Chung Yue, Zhishuo Zhou:
An accelerated first-order method with complexity analysis for solving cubic regularization subproblems. Comput. Optim. Appl. 79(2): 471-506 (2021) - [j5]Yin Tat Lee, Man-Chung Yue:
Universal Barrier Is n-Self-Concordant. Math. Oper. Res. 46(3): 1129-1148 (2021) - [c7]Bahar Taskesen, Man-Chung Yue, Jose H. Blanchet, Daniel Kuhn, Viet Anh Nguyen:
Sequential Domain Adaptation by Synthesizing Distributionally Robust Experts. ICML 2021: 10162-10172 - [i7]Bahar Taskesen, Man-Chung Yue, Jose H. Blanchet, Daniel Kuhn, Viet Anh Nguyen:
Sequential Domain Adaptation by Synthesizing Distributionally Robust Experts. CoRR abs/2106.00322 (2021) - 2020
- [c6]Zengde Deng, Man-Chung Yue, Anthony Man-Cho So:
An Efficient Augmented Lagrangian-Based Method for Linear Equality-Constrained Lasso. ICASSP 2020: 5760-5764 - [c5]Ho-Cheung Ng, Shuanglong Liu, Izaak Coleman, Ringo S. W. Chu, Man-Chung Yue, Wayne Luk:
Acceleration of Short Read Alignment with Runtime Reconfiguration. FPT 2020: 256-262 - [i6]Man-Chung Yue, Daniel Kuhn, Wolfram Wiesemann:
On Linear Optimization over Wasserstein Balls. CoRR abs/2004.07162 (2020) - [i5]Huikang Liu, Man-Chung Yue, Anthony Man-Cho So:
A Unified Approach to Synchronization Problems over Subgroups of the Orthogonal Group. CoRR abs/2009.07514 (2020)
2010 – 2019
- 2019
- [j4]Man-Chung Yue, Zirui Zhou, Anthony Man-Cho So:
A family of inexact SQA methods for non-smooth convex minimization with provable convergence guarantees based on the Luo-Tseng error bound property. Math. Program. 174(1-2): 327-358 (2019) - [j3]Man-Chung Yue, Zirui Zhou, Anthony Man-Cho So:
On the Quadratic Convergence of the Cubic Regularization Method under a Local Error Bound Condition. SIAM J. Optim. 29(1): 904-932 (2019) - [c4]Viet Anh Nguyen, Soroosh Shafieezadeh-Abadeh, Man-Chung Yue, Daniel Kuhn, Wolfram Wiesemann:
Calculating Optimistic Likelihoods Using (Geodesically) Convex Optimization. NeurIPS 2019: 13920-13931 - [c3]Viet Anh Nguyen, Soroosh Shafieezadeh-Abadeh, Man-Chung Yue, Daniel Kuhn, Wolfram Wiesemann:
Optimistic Distributionally Robust Optimization for Nonparametric Likelihood Approximation. NeurIPS 2019: 15846-15856 - [i4]Viet Anh Nguyen, Soroosh Shafieezadeh-Abadeh, Man-Chung Yue, Daniel Kuhn, Wolfram Wiesemann:
Calculating Optimistic Likelihoods Using (Geodesically) Convex Optimization. CoRR abs/1910.07817 (2019) - [i3]Viet Anh Nguyen, Soroosh Shafieezadeh-Abadeh, Man-Chung Yue, Daniel Kuhn, Wolfram Wiesemann:
Optimistic Distributionally Robust Optimization for Nonparametric Likelihood Approximation. CoRR abs/1910.10583 (2019) - 2017
- [j2]Huikang Liu, Man-Chung Yue, Anthony Man-Cho So:
On the Estimation Performance and Convergence Rate of the Generalized Power Method for Phase Synchronization. SIAM J. Optim. 27(4): 2426-2446 (2017) - [c2]Sissi Xiaoxiao Wu, Man-Chung Yue, Anthony Man-Cho So, Wing-Kin Ma:
SDR approximation bounds for the robust multicast beamforming problem with interference temperature constraints. ICASSP 2017: 4054-4058 - [c1]Huikang Liu, Man-Chung Yue, Anthony Man-Cho So, Wing-Kin Ma:
A discrete first-order method for large-scale MIMO detection with provable guarantees. SPAWC 2017: 1-5 - 2016
- [j1]Man-Chung Yue, Sissi Xiaoxiao Wu, Anthony Man-Cho So:
A Robust Design for MISO Physical-Layer Multicasting Over Line-of-Sight Channels. IEEE Signal Process. Lett. 23(7): 939-943 (2016) - 2015
- [i2]Man-Chung Yue, Sissi Xiaoxiao Wu, Anthony Man-Cho So:
A Robust Design for MISO Physical-Layer Multicasting over Line-of-Sight Channels. CoRR abs/1511.04244 (2015) - 2012
- [i1]Man-Chung Yue, Anthony Man-Cho So:
A Perturbation Inequality for the Schatten-$p$ Quasi-Norm and Its Applications to Low-Rank Matrix Recovery. CoRR abs/1209.0377 (2012)
Coauthor Index
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