Yuejiao Sun
Yuejiao Sun
Ph.D. Candidate, UCLA
Verified email at g.ucla.edu - Homepage
Title
Cited by
Cited by
Year
On markov chain gradient descent
T Sun, Y Sun, W Yin
arXiv preprint arXiv:1809.04216, 2018
262018
Vafl: a method of vertical asynchronous federated learning
T Chen, X Jin, Y Sun, W Yin
arXiv preprint arXiv:2007.06081, 2020
222020
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
132021
A single-timescale stochastic bilevel optimization method
T Chen, Y Sun, W Yin
arXiv preprint arXiv:2102.04671, 2021
122021
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, 996-1006, 2019
62019
Lasg: Lazily aggregated stochastic gradients for communication-efficient distributed learning
T Chen, Y Sun, W Yin
arXiv preprint arXiv:2002.11360, 2020
52020
Cada: Communication-adaptive distributed adam
T Chen, Z Guo, Y Sun, W Yin
International Conference on Artificial Intelligence and Statistics, 613-621, 2021
32021
Markov chain block coordinate descent
T Sun, Y Sun, Y Xu, W Yin
Computational Optimization and Applications 75 (1), 35-61, 2020
32020
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
Decentralized markov chain gradient descent
T Sun, D Li
arXiv preprint arXiv:1909.10238, 2019
22019
Tighter analysis of alternating stochastic gradient method for stochastic nested problems
T Chen, Y Sun, W Yin
arXiv preprint arXiv:2106.13781, 2021
12021
Decentralized Learning With Lazy and Approximate Dual Gradients
Y Liu, Y Sun, W Yin
IEEE Transactions on Signal Processing 69, 1362-1377, 2021
12021
Communication-Adaptive Stochastic Gradient Methods for Distributed Learning
T Chen, Y Sun, W Yin
IEEE Transactions on Signal Processing 69, 4637-4651, 2021
2021
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
UCLA, 2021
2021
The system can't perform the operation now. Try again later.
Articles 1–15