Shuyang Ling
Orcid: 0000-0002-1326-3913
According to our database1,
Shuyang Ling
authored at least 20 papers
between 2015 and 2024.
Collaborative distances:
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Bibliography
2024
2023
Solving orthogonal group synchronization via convex and low-rank optimization: tightness and landscape analysis.
Math. Program., 2023
Local Geometry Determines Global Landscape in Low-rank Factorization for Synchronization.
CoRR, 2023
Neural Collapse for Unconstrained Feature Model under Cross-entropy Loss with Imbalanced Data.
CoRR, 2023
2022
Improved Performance Guarantees for Orthogonal Group Synchronization via Generalized Power Method.
SIAM J. Optim., 2022
2021
J. Mach. Learn. Res., 2021
Near-Optimal Bounds for Generalized Orthogonal Procrustes Problem via Generalized Power Method.
CoRR, 2021
Generalized Power Method for Generalized Orthogonal Procrustes Problem: Global Convergence and Optimization Landscape Analysis.
CoRR, 2021
2020
When do birds of a feather flock together? k-Means, proximity, and conic programming.
Math. Program., 2020
Certifying Global Optimality of Graph Cuts via Semidefinite Relaxation: A Performance Guarantee for Spectral Clustering.
Found. Comput. Math., 2020
Near-Optimal Performance Bounds for Orthogonal and Permutation Group Synchronization via Spectral Methods.
CoRR, 2020
2019
On the Landscape of Synchronization Networks: A Perspective from Nonconvex Optimization.
SIAM J. Optim., 2019
2018
SIAM J. Imaging Sci., 2018
2017
IEEE Trans. Inf. Theory, 2017
Regularized Gradient Descent: A Nonconvex Recipe for Fast Joint Blind Deconvolution and Demixing.
CoRR, 2017
2016
CoRR, 2016
Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016
2015