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Jinchi Chen
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Cited by
Year
Stable recovery of structured signals from corrupted sub-gaussian measurements
J Chen, Y Liu
IEEE Transactions on Information Theory 65 (5), 2976-2994, 2018
182018
Corrupted sensing with sub-Gaussian measurements
J Chen, Y Liu
2017 IEEE International Symposium on Information Theory (ISIT), 516-520, 2017
102017
Vectorized hankel lift: A convex approach for blind super-resolution of point sources
J Chen, W Gao, S Mao, K Wei
IEEE Transactions on Information Theory 68 (12), 8280-8309, 2022
92022
Exact matrix completion based on low rank Hankel structure in the Fourier domain
J Chen, W Gao, K Wei
Applied and Computational Harmonic Analysis 55, 149-184, 2021
92021
Implicit regularization and entrywise convergence of Riemannian optimization for low tucker-rank tensor completion
H Wang, J Chen, K Wei
Journal of Machine Learning Research 24 (347), 1−84, 2023
8*2023
Blind super-resolution of point sources via projected gradient descent
S Mao, J Chen
IEEE Transactions on Signal Processing 70, 4649-4664, 2022
52022
Decentralized natural policy gradient with variance reduction for collaborative multi-agent reinforcement learning
J Chen, J Feng, W Gao, K Wei
Journal of Machine Learning Research 25 (172), 1-49, 2024
42024
On the Linear Convergence of Policy Gradient under Hadamard Parameterization
J Liu, J Chen, K Wei
arXiv preprint arXiv:2305.19575, 2023
12023
Blind super-resolution via projected gradient descent
S Mao, J Chen
2022 IEEE International Symposium on Information Theory (ISIT), 1826-1831, 2022
12022
Data-time tradeoffs for corrupted sensing
J Chen, Y Liu
IEEE Signal Processing Letters 25 (7), 941-945, 2018
12018
Simultaneous Blind Demixing and Super-resolution via Vectorized Hankel Lift
H Wang, J Chen, H Fan, Y Zhao, L Yu
arXiv preprint arXiv:2401.11805, 2024
2024
Global Convergence of Natural Policy Gradient with Hessian-aided Momentum Variance Reduction
J Feng, K Wei, J Chen
arXiv preprint arXiv:2401.01084, 2024
2024
A Zeroth-Order Variance-Reduced Method for Decentralized Stochastic Non-convex Optimization
H Chen, J Chen, K Wei
arXiv preprint arXiv:2310.18883, 2023
2023
Blind super-resolution of point sources via fast iterative hard thresholding
Z Zhu, J Chen, W Gao
Communications in Mathematical Sciences, 2023
2023
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Articles 1–14