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Shuyang Ling
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2020 – today
- 2024
- [j9]Wanli Hong, Shuyang Ling:
Neural Collapse for Unconstrained Feature Model under Cross-entropy Loss with Imbalanced Data. J. Mach. Learn. Res. 25: 192:1-192:48 (2024) - [i16]Li Guo, Keith W. Ross, Zifan Zhao, George Andriopoulos, Shuyang Ling, Yufeng Xu, Zixuan Dong:
Cross Entropy versus Label Smoothing: A Neural Collapse Perspective. CoRR abs/2402.03979 (2024) - 2023
- [j8]Shuyang Ling:
Solving orthogonal group synchronization via convex and low-rank optimization: tightness and landscape analysis. Math. Program. 200(1): 589-628 (2023) - [i15]Ziliang Samuel Zhong, Shuyang Ling:
Improved theoretical guarantee for rank aggregation via spectral method. CoRR abs/2309.03808 (2023) - [i14]Wanli Hong, Shuyang Ling:
Neural Collapse for Unconstrained Feature Model under Cross-entropy Loss with Imbalanced Data. CoRR abs/2309.09725 (2023) - [i13]Shuyang Ling:
Local Geometry Determines Global Landscape in Low-rank Factorization for Synchronization. CoRR abs/2311.18670 (2023) - 2022
- [j7]Shuyang Ling:
Improved Performance Guarantees for Orthogonal Group Synchronization via Generalized Power Method. SIAM J. Optim. 32(2): 1018-1048 (2022) - 2021
- [j6]Shaofeng Deng, Shuyang Ling, Thomas Strohmer:
Strong Consistency, Graph Laplacians, and the Stochastic Block Model. J. Mach. Learn. Res. 22: 117:1-117:44 (2021) - [i12]Shuyang Ling:
Generalized Power Method for Generalized Orthogonal Procrustes Problem: Global Convergence and Optimization Landscape Analysis. CoRR abs/2106.15493 (2021) - [i11]Shuyang Ling:
Near-Optimal Bounds for Generalized Orthogonal Procrustes Problem via Generalized Power Method. CoRR abs/2112.13725 (2021) - 2020
- [j5]Shuyang Ling, Thomas Strohmer:
Certifying Global Optimality of Graph Cuts via Semidefinite Relaxation: A Performance Guarantee for Spectral Clustering. Found. Comput. Math. 20(3): 367-421 (2020) - [j4]Xiaodong Li, Yang Li, Shuyang Ling, Thomas Strohmer, Ke Wei:
When do birds of a feather flock together? k-Means, proximity, and conic programming. Math. Program. 179(1): 295-341 (2020) - [i10]Shaofeng Deng, Shuyang Ling, Thomas Strohmer:
Strong Consistency, Graph Laplacians, and the Stochastic Block Model. CoRR abs/2004.09780 (2020) - [i9]Shuyang Ling:
Solving Orthogonal Group Synchronization via Convex and Low-Rank Optimization: Tightness and Landscape Analysis. CoRR abs/2006.00902 (2020) - [i8]Shuyang Ling:
Near-Optimal Performance Bounds for Orthogonal and Permutation Group Synchronization via Spectral Methods. CoRR abs/2008.05341 (2020) - [i7]Shuyang Ling:
Improved Performance Guarantees for Orthogonal Group Synchronization via Generalized Power Method. CoRR abs/2012.00470 (2020)
2010 – 2019
- 2019
- [j3]Shuyang Ling, Ruitu Xu, Afonso S. Bandeira:
On the Landscape of Synchronization Networks: A Perspective from Nonconvex Optimization. SIAM J. Optim. 29(3): 1879-1907 (2019) - 2018
- [j2]Shuyang Ling, Thomas Strohmer:
Self-Calibration and Bilinear Inverse Problems via Linear Least Squares. SIAM J. Imaging Sci. 11(1): 252-292 (2018) - [i6]Shuyang Ling, Thomas Strohmer:
Certifying Global Optimality of Graph Cuts via Semidefinite Relaxation: A Performance Guarantee for Spectral Clustering. CoRR abs/1806.11429 (2018) - 2017
- [j1]Shuyang Ling, Thomas Strohmer:
Blind Deconvolution Meets Blind Demixing: Algorithms and Performance Bounds. IEEE Trans. Inf. Theory 63(7): 4497-4520 (2017) - [i5]Shuyang Ling, Thomas Strohmer:
Regularized Gradient Descent: A Nonconvex Recipe for Fast Joint Blind Deconvolution and Demixing. CoRR abs/1703.08642 (2017) - 2016
- [c1]Shuyang Ling, Thomas Strohmer:
Simultaneous blind deconvolution and blind demixing via convex programming. ACSSC 2016: 1223-1227 - [i4]Xiaodong Li, Shuyang Ling, Thomas Strohmer, Ke Wei:
Rapid, Robust, and Reliable Blind Deconvolution via Nonconvex Optimization. CoRR abs/1606.04933 (2016) - [i3]Shuyang Ling, Thomas Strohmer:
Self-Calibration via Linear Least Squares. CoRR abs/1611.04196 (2016) - 2015
- [i2]Shuyang Ling, Thomas Strohmer:
Self-Calibration and Biconvex Compressive Sensing. CoRR abs/1501.06864 (2015) - [i1]Shuyang Ling, Thomas Strohmer:
Blind Deconvolution Meets Blind Demixing: Algorithms and Performance Bounds. CoRR abs/1512.07730 (2015)
Coauthor Index
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