Man-Chung Yue

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 30

Top Topics

Convex Minimization

Semidefinite Program

Regularization Method

Top Venues

Publications

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 (2024)
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 (2024)
Wouter Jongeneel, Man-Chung Yue, Daniel Kuhn
Small Errors in Random Zeroth-Order Optimization Are Imaginary. SIAM J. Optim. 34 (3) (2024)
Manru Zong, Yin Tat Lee, Man-Chung Yue
Short-step methods are not strongly polynomial-time. Math. Program. 207 (1) (2024)
Ngoc Bui, Duy Nguyen, Man-Chung Yue, Viet Anh Nguyen
Coverage-Validity-Aware Algorithmic Recourse. CoRR (2023)
Yihang Gao, Man-Chung Yue, Michael Ng
Approximate Secular Equations for the Cubic Regularization Subproblem. NeurIPS (2022)
Yihang Gao, Man-Chung Yue, Michael Kwok-Po Ng
Approximate Secular Equations for the Cubic Regularization Subproblem. CoRR (2022)
Man-Chung Yue, Daniel Kuhn, Wolfram Wiesemann
On linear optimization over Wasserstein balls. Math. Program. 195 (1) (2022)
Tuan-Duy H. Nguyen, Ngoc Bui, Duy Nguyen, Man-Chung Yue, Viet Anh Nguyen
Robust Bayesian Recourse. CoRR (2022)
Hieu Vu, Toan Tran, Man-Chung Yue, Viet Anh Nguyen
Distributionally Robust Fair Principal Components via Geodesic Descents. ICLR (2022)
Tuan-Duy H. Nguyen, Ngoc Bui, Duy Nguyen, Man-Chung Yue, Viet Anh Nguyen
Robust Bayesian recourse. UAI (2022)
Hieu Vu, Toan Tran, Man-Chung Yue, Viet Anh Nguyen
Distributionally Robust Fair Principal Components via Geodesic Descents. CoRR (2022)
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) (2021)
Bahar Taskesen, Man-Chung Yue, Jose H. Blanchet, Daniel Kuhn, Viet Anh Nguyen
Sequential Domain Adaptation by Synthesizing Distributionally Robust Experts. CoRR (2021)
Yin Tat Lee, Man-Chung Yue
-Self-Concordant. Math. Oper. Res. 46 (3) (2021)
Bahar Taskesen, Man-Chung Yue, Jose H. Blanchet, Daniel Kuhn, Viet Anh Nguyen
Sequential Domain Adaptation by Synthesizing Distributionally Robust Experts. ICML (2021)
Huikang Liu, Man-Chung Yue, Anthony Man-Cho So
A Unified Approach to Synchronization Problems over Subgroups of the Orthogonal Group. CoRR (2020)
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)
Man-Chung Yue, Daniel Kuhn, Wolfram Wiesemann
On Linear Optimization over Wasserstein Balls. CoRR (2020)
Zengde Deng, Man-Chung Yue, Anthony Man-Cho So
An Efficient Augmented Lagrangian-Based Method for Linear Equality-Constrained Lasso. ICASSP (2020)
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) (2019)
Viet Anh Nguyen, Soroosh Shafieezadeh-Abadeh, Man-Chung Yue, Daniel Kuhn, Wolfram Wiesemann
Optimistic Distributionally Robust Optimization for Nonparametric Likelihood Approximation. CoRR (2019)
Viet Anh Nguyen, Soroosh Shafieezadeh-Abadeh, Man-Chung Yue, Daniel Kuhn, Wolfram Wiesemann
Optimistic Distributionally Robust Optimization for Nonparametric Likelihood Approximation. NeurIPS (2019)
Viet Anh Nguyen, Soroosh Shafieezadeh-Abadeh, Man-Chung Yue, Daniel Kuhn, Wolfram Wiesemann
Calculating Optimistic Likelihoods Using (Geodesically) Convex Optimization. CoRR (2019)
Viet Anh Nguyen, Soroosh Shafieezadeh-Abadeh, Man-Chung Yue, Daniel Kuhn, Wolfram Wiesemann
Calculating Optimistic Likelihoods Using (Geodesically) Convex Optimization. NeurIPS (2019)
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) (2019)
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)
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)
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) (2017)
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) (2016)
Man-Chung Yue, Sissi Xiaoxiao Wu, Anthony Man-Cho So
A Robust Design for MISO Physical-Layer Multicasting over Line-of-Sight Channels. CoRR (2015)
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 (2012)