Bingcong Li
Title
Cited by
Cited by
Year
Real-time energy management in microgrids with reduced battery capacity requirements
B Li, T Chen, X Wang, GB Giannakis
IEEE Transactions on Smart Grid 10 (2), 1928-1938, 2017
312017
Secure mobile edge computing in IoT via collaborative online learning
B Li, T Chen, GB Giannakis
IEEE Transactions on Signal Processing 67 (23), 5922-5935, 2019
29*2019
Bandit online learning with unknown delays
B Li, T Chen, GB Giannakis
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
252019
A multistep Lyapunov approach for finite-time analysis of biased stochastic approximation
G Wang, B Li, GB Giannakis
arXiv preprint arXiv:1909.04299, 2019
202019
On the convergence of SARAH and beyond
B Li, M Ma, GB Giannakis
International Conference on Artificial Intelligence and Statistics, 223-233, 2020
92020
Almost tune-free variance reduction
B Li, L Wang, GB Giannakis
International Conference on Machine Learning, 5969-5978, 2020
82020
Near-Optimal Algorithms for Piecewise-Stationary Cascading Bandits
L Wang, H Zhou, B Li, LR Varshney, Z Zhao
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
3*2021
Enhancing parameter-free frank wolfe with an extra subproblem
B Li, L Wang, GB Giannakis, Z Zhao
arXiv preprint arXiv:2012.05284, 2020
32020
How does momentum help Frank Wolfe?
B Li, M Coutino, GB Giannakis, G Leus
arXiv preprint arXiv:2006.11116, 2020
32020
Revisit of estimate sequence for accelerated gradient methods
B Li, M Coutiņo, GB Giannakis
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
32020
Tight linear convergence rate of ADMM for decentralized optimization
M Ma, B Li, GB Giannakis
arXiv preprint arXiv:1905.10456, 2019
32019
Adversarial linear contextual bandits with graph-structured side observations
L Wang, B Li, H Zhou, GB Giannakis, LR Varshney, Z Zhao
arXiv preprint arXiv:2012.05756, 2020
22020
Adaptive step sizes in variance reduction via regularization
B Li, GB Giannakis
arXiv preprint arXiv:1910.06532, 2019
22019
A Momentum-Guided Frank-Wolfe Algorithm
B Li, M Coutiņo, GB Giannakis, G Leus
IEEE Transactions on Signal Processing 69, 3597-3611, 2021
12021
Accelerating Frank-Wolfe with Weighted Average Gradients
Y Zhang, B Li, GB Giannakis
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
12021
Heavy Ball Momentum for Conditional Gradient
B Li, A Sadeghi, GB Giannakis
arXiv preprint arXiv:2110.04243, 2021
2021
On Variance Reduction in Machine Learning
B Li
University of Minnesota, 2021
2021
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Articles 1–17