Bicheng Ying
Title
Cited by
Cited by
Year
Exact diffusion for distributed optimization and learning—Part I: Algorithm development
K Yuan, B Ying, X Zhao, AH Sayed
IEEE Transactions on Signal Processing 67 (3), 708-723, 2018
852018
Exact diffusion for distributed optimization and learning—Part II: Convergence analysis
K Yuan, B Ying, X Zhao, AH Sayed
IEEE Transactions on Signal Processing 67 (3), 724-739, 2018
472018
Variance-Reduced Stochastic Learning by Networked Agents under Random Reshuffling
K Yuan, B Ying, J Liu, AH Sayed
submitted for publication. Also available at, 2018
40*2018
Social learning over weakly connected graphs
H Salami, B Ying, AH Sayed
IEEE Transactions on Signal and Information Processing over Networks 3 (2 …, 2017
322017
On the influence of momentum acceleration on online learning
K Yuan, B Ying, AH Sayed
The Journal of Machine Learning Research 17 (1), 6602-6667, 2016
242016
Stochastic gradient descent with finite samples sizes
K Yuan, B Ying, S Vlaski, AH Sayed
2016 IEEE 26th International Workshop on Machine Learning for Signal …, 2016
202016
Performance limits of stochastic sub-gradient learning, part II: Multi-agent case
B Ying, AH Sayed
Signal Processing 144, 253-264, 2018
192018
Information exchange and learning dynamics over weakly connected adaptive networks
B Ying, AH Sayed
IEEE Transactions on information Theory 62 (3), 1396-1414, 2016
192016
Supervised learning under distributed features
B Ying, K Yuan, AH Sayed
IEEE Transactions on Signal Processing 67 (4), 977-992, 2018
172018
Coordinate-descent diffusion learning by networked agents
C Wang, Y Zhang, B Ying, AH Sayed
IEEE Transactions on Signal Processing 66 (2), 352-367, 2017
142017
Stochastic learning under random reshuffling with constant step-sizes
B Ying, K Yuan, S Vlaski, AH Sayed
IEEE Transactions on Signal Processing 67 (2), 474-489, 2018
132018
On the performance of exact diffusion over adaptive networks
K Yuan, SA Alghunaim, B Ying, AH Sayed
2019 IEEE 58th Conference on Decision and Control (CDC), 4898-4903, 2019
102019
Convergence of variance-reduced learning under random reshuffling
B Ying, K Yuan, AH Sayed
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
102018
Convergence of variance-reduced stochastic learning under random reshuffling
B Ying, K Yuan, AH Sayed
arXiv preprint arXiv:1708.01383 2 (3), 6, 2017
102017
On the influence of bias-correction on distributed stochastic optimization
K Yuan, SA Alghunaim, B Ying, AH Sayed
IEEE Transactions on Signal Processing 68, 4352-4367, 2020
82020
Stochastic learning under random reshuffling
B Ying, K Yuan, S Vlaski, AH Sayed
arXiv preprint arXiv:1803.07964, 2018
72018
Performance limits of stochastic sub-gradient learning, Part I: Single agent case
B Ying, AH Sayed
Signal Processing 144, 271-282, 2018
72018
Diffusion gradient boosting for networked learning
B Ying, AH Sayed
2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017
72017
Performance limits of single-agent and multi-agent sub-gradient stochastic learning
B Ying, AH Sayed
2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016
62016
Exact diffusion strategy for optimization by networked agents
K Yuan, B Ying, X Zhao, AH Sayed
2017 25th European Signal Processing Conference (EUSIPCO), 141-145, 2017
52017
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