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Yuejiao Sun
Yuejiao Sun
Verified email at g.ucla.edu - Homepage
Title
Cited by
Cited by
Year
Vafl: a method of vertical asynchronous federated learning
T Chen, X Jin, Y Sun, W Yin
arXiv preprint arXiv:2007.06081, 2020
552020
On markov chain gradient descent
T Sun, Y Sun, W Yin
Advances in neural information processing systems 31, 2018
48*2018
A single-timescale method for stochastic bilevel optimization
T Chen, Y Sun, Q Xiao, W Yin
International Conference on Artificial Intelligence and Statistics, 2466-2488, 2022
45*2022
Solving stochastic compositional optimization is nearly as easy as solving stochastic optimization
T Chen, Y Sun, W Yin
IEEE Transactions on Signal Processing 69, 4937-4948, 2021
322021
Closing the gap: Tighter analysis of alternating stochastic gradient methods for bilevel problems
T Chen, Y Sun, W Yin
Advances in Neural Information Processing Systems 34, 25294-25307, 2021
30*2021
Communication-adaptive stochastic gradient methods for distributed learning
T Chen, Y Sun, W Yin
IEEE Transactions on Signal Processing 69, 4637-4651, 2021
11*2021
Cada: Communication-adaptive distributed adam
T Chen, Z Guo, Y Sun, W Yin
International Conference on Artificial Intelligence and Statistics, 613-621, 2021
102021
General proximal incremental aggregated gradient algorithms: Better and novel results under general scheme
T Sun, Y Sun, D Li, Q Liao
Advances in Neural Information Processing Systems 32, 2019
92019
Markov chain block coordinate descent
T Sun, Y Sun, Y Xu, W Yin
Computational Optimization and Applications 75 (1), 35-61, 2020
62020
Decentralized learning with lazy and approximate dual gradients
Y Liu, Y Sun, W Yin
IEEE Transactions on Signal Processing 69, 1362-1377, 2021
52021
Run-and-Inspect Method for nonconvex optimization and global optimality bounds for R-local minimizers
Y Chen, Y Sun, W Yin
Mathematical Programming 176 (1), 39-67, 2019
32019
An Optimal Stochastic Compositional Optimization Method with Applications to Meta Learning
Y Sun, T Chen, W Yin
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
2021
Stochastic Optimization Methods for Modern Machine Learning Problems
Y Sun
University of California, Los Angeles, 2021
2021
Run and Inspect Method: Global Bounds for R-Local Minimizers
Y Chen, Y Sun, W Yin
2017
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Articles 1–14