Ying Sun
Ying Sun
Purdue University
Verified email at ust.hk - Homepage
Title
Cited by
Cited by
Year
Majorization-minimization algorithms in signal processing, communications, and machine learning
Y Sun, P Babu, DP Palomar
IEEE Transactions on Signal Processing 65 (3), 794-816, 2016
2772016
Distributed nonconvex multiagent optimization over time-varying networks
Y Sun, G Scutari, D Palomar
arXiv preprint arXiv:1607.00249, 2016
692016
Robust estimation of structured covariance matrix for heavy-tailed elliptical distributions
Y Sun, P Babu, DP Palomar
IEEE Transactions on Signal Processing 64 (14), 3576-3590, 2016
482016
Regularized tyler's scatter estimator: Existence, uniqueness, and algorithms
Y Sun, P Babu, DP Palomar
IEEE Transactions on Signal Processing 62 (19), 5143-5156, 2014
422014
Distributed nonconvex constrained optimization over time-varying digraphs
G Scutari, Y Sun
Mathematical Programming 176 (1-2), 497-544, 2019
312019
Orthogonal sparse PCA and covariance estimation via procrustes reformulation
K Benidis, Y Sun, P Babu, DP Palomar
IEEE Transactions on Signal Processing 64 (23), 6211-6226, 2016
252016
Low-complexity algorithms for low rank clutter parameters estimation in radar systems
Y Sun, A Breloy, P Babu, DP Palomar, F Pascal, G Ginolhac
IEEE Transactions on Signal Processing 64 (8), 1986-1998, 2015
242015
Distributed big-data optimization via block-iterative convexification and averaging
I Notarnicola, Y Sun, G Scutari, G Notarstefano
2017 IEEE 56th Annual Conference on Decision and Control (CDC), 2281-2288, 2017
172017
Convergence rate of distributed optimization algorithms based on gradient tracking
Y Sun, A Daneshmand, G Scutari
arXiv preprint arXiv:1905.02637, 2019
152019
Parallel and distributed successive convex approximation methods for big-data optimization
G Scutari, Y Sun
Multi-agent Optimization, 141-308, 2018
132018
Distributed nonconvex optimization for sparse representation
Y Sun, G Scutari
2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017
122017
ASY-SONATA: Achieving geometric convergence for distributed asynchronous optimization
Y Tian, Y Sun, B Du, G Scutari
arXiv preprint arXiv:1803.10359, 2018
112018
Regularized robust estimation of mean and covariance matrix under heavy-tailed distributions
Y Sun, P Babu, DP Palomar
IEEE Transactions on Signal Processing 63 (12), 3096-3109, 2015
112015
Distributed big-data optimization via block communications
I Notarnicola, Y Sun, G Scutari, G Notarstefano
2017 IEEE 7th International Workshop on Computational Advances in Multi …, 2017
72017
Successive Boolean optimization of planar pixel antennas
S Shen, Y Sun, S Song, DP Palomar, RD Murch
IEEE Transactions on Antennas and Propagation 65 (2), 920-925, 2016
72016
Convergence rate of distributed convex and nonconvex optimization methods with gradient tracking
A Daneshmand, Y Sun, G Scutari
Purdue University, West Lafayette, IN, USA, 2018
62018
Distributed big-data optimization via block-iterative gradient tracking
I Notarnicola, Y Sun, G Scutari, G Notarstefano
Techical Report, 2017
62017
ASY-SONATA: Achieving linear convergence in distributed asynchronous multiagent optimization
Y Tian, Y Sun, G Scutari
2018 56th Annual Allerton Conference on Communication, Control, and …, 2018
52018
Robust estimation of structured covariance matrix for heavy-tailed distributions
Y Sun, P Babu, DP Palomar
2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015
52015
Achieving linear convergence in distributed asynchronous multi-agent optimization
Y Tian, Y Sun, G Scutari
IEEE Transactions on Automatic Control, 2020
42020
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