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2020 – today
- 2024
[j6]Jineng Ren
:
Multi-agent Gradient-Based Off-Policy Actor-Critic Algorithm for Distributed Reinforcement Learning. Int. J. Comput. Intell. Syst. 17(1): 162 (2024)- 2023
- [j5]Zehua Guo, Jiayu Wang, Sen Liu, Jineng Ren, Yang Xu, Chao Yao:
Congestion-Aware Critical Gradient Scheduling for Distributed Machine Learning in Data Center Networks. IEEE Trans. Cloud Comput. 11(3): 2296-2311 (2023) - [j4]Zehua Guo, Jiayu Wang, Sen Liu, Jineng Ren, Yang Xu, Yi Wang:
SpongeTraining: Achieving High Efficiency and Accuracy for Wireless Edge-Assisted Online Distributed Learning. IEEE Trans. Mob. Comput. 22(8): 4930-4945 (2023) - 2021
- [j3]Jineng Ren, Jarvis D. Haupt, Zehua Guo:
Communication-efficient hierarchical distributed optimization for multi-agent policy evaluation. J. Comput. Sci. 49: 101280 (2021) - 2020
- [j2]Sirisha Rambhatla, Xingguo Li, Jineng Ren, Jarvis D. Haupt:
A Dictionary-Based Generalization of Robust PCA With Applications to Target Localization in Hyperspectral Imaging. IEEE Trans. Signal Process. 68: 1760-1775 (2020) - [j1]Jineng Ren, Jarvis D. Haupt:
A Provably Communication-Efficient Asynchronous Distributed Inference Method for Convex and Nonconvex Problems. IEEE Trans. Signal Process. 68: 3325-3340 (2020)
2010 – 2019
- 2019
- [i4]Sirisha Rambhatla, Xingguo Li, Jineng Ren, Jarvis D. Haupt:
A Dictionary-Based Generalization of Robust PCA Part I: Study of Theoretical Properties. CoRR abs/1902.08304 (2019) - [i3]Sirisha Rambhatla, Xingguo Li, Jineng Ren, Jarvis D. Haupt:
A Dictionary-Based Generalization of Robust PCA Part II: Applications to Hyperspectral Demixing. CoRR abs/1902.10238 (2019) - [i2]Jineng Ren, Jarvis D. Haupt:
A Provably Communication-Efficient Asynchronous Distributed Inference Method for Convex and Nonconvex Problems. CoRR abs/1903.06871 (2019) - 2018
- [c5]Meng Ma, Jineng Ren, Georgios B. Giannakis, Jarvis D. Haupt:
Fast Asynchronous Decentralized Optimization: Allowing Multiple Masters. GlobalSIP 2018: 633-637 - [c4]Jineng Ren, Jarvis D. Haupt:
Provably Communication-Efficient Asynchronous Distributed Inference for Convex and Nonconvex Problems. GlobalSIP 2018: 638-642 - [c3]Xingguo Li, Jineng Ren, Sirisha Rambhatla, Yangyang Xu, Jarvis D. Haupt:
Robust PCA via Dictionary Based Outlier Pursuit. ICASSP 2018: 4699-4703 - 2017
- [c2]Jineng Ren, Xingguo Li, Jarvis D. Haupt:
Communication-Efficient distributed optimization for sparse learning via two-way truncation. CAMSAP 2017: 1-5 - [i1]Jineng Ren, Jarvis D. Haupt:
Communication-efficient Algorithm for Distributed Sparse Learning via Two-way Truncation. CoRR abs/1709.00537 (2017) - 2016
- [c1]Jineng Ren, Xingguo Li, Jarvis D. Haupt:
Robust PCA via tensor outlier pursuit. ACSSC 2016: 1744-1749
Coauthor Index
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