Man-Chung Yue
Orcid: 0000-0002-7992-9490
According to our database1,
Man-Chung Yue
authored at least 24 papers
between 2012 and 2024.
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Bibliography
2024
Variance Reduced Random Relaxed Projection Method for Constrained Finite-Sum Minimization Problems.
IEEE Trans. Signal Process., 2024
A Geometric Unification of Distributionally Robust Covariance Estimators: Shrinking the Spectrum by Inflating the Ambiguity Set.
CoRR, 2024
2023
2022
Proceedings of the Uncertainty in Artificial Intelligence, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
2021
An accelerated first-order method with complexity analysis for solving cubic regularization subproblems.
Comput. Optim. Appl., 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
2020
A Unified Approach to Synchronization Problems over Subgroups of the Orthogonal Group.
CoRR, 2020
Proceedings of the International Conference on Field-Programmable Technology, 2020
An Efficient Augmented Lagrangian-Based Method for Linear Equality-Constrained Lasso.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
2019
On the Quadratic Convergence of the Cubic Regularization Method under a Local Error Bound Condition.
SIAM J. Optim., 2019
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., 2019
Optimistic Distributionally Robust Optimization for Nonparametric Likelihood Approximation.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
2017
On the Estimation Performance and Convergence Rate of the Generalized Power Method for Phase Synchronization.
SIAM J. Optim., 2017
A discrete first-order method for large-scale MIMO detection with provable guarantees.
Proceedings of the 18th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2017
SDR approximation bounds for the robust multicast beamforming problem with interference temperature constraints.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
2016
IEEE Signal Process. Lett., 2016
2012
A Perturbation Inequality for the Schatten-$p$ Quasi-Norm and Its Applications to Low-Rank Matrix Recovery
CoRR, 2012