Jineng Ren

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 15

Top Topics

Sparse Learning

Dimensionality Reduction

Principal Components Analysis

Top Venues

IEEE Trans. Signal Process.

IEEE Trans. Mob. Comput.

Publications

Jineng Ren
Multi-agent Gradient-Based Off-Policy Actor-Critic Algorithm for Distributed Reinforcement Learning. Int. J. Comput. Intell. Syst. 17 (1) (2024)
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) (2023)
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) (2023)
Jineng Ren, Jarvis D. Haupt, Zehua Guo
Communication-efficient hierarchical distributed optimization for multi-agent policy evaluation. J. Comput. Sci. 49 (2021)
Jineng Ren, Jarvis D. Haupt
A Provably Communication-Efficient Asynchronous Distributed Inference Method for Convex and Nonconvex Problems. IEEE Trans. Signal Process. 68 (2020)
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 (2020)
Sirisha Rambhatla, Xingguo Li, Jineng Ren, Jarvis D. Haupt
A Dictionary-Based Generalization of Robust PCA Part I: Study of Theoretical Properties. CoRR (2019)
Jineng Ren, Jarvis D. Haupt
A Provably Communication-Efficient Asynchronous Distributed Inference Method for Convex and Nonconvex Problems. CoRR (2019)
Sirisha Rambhatla, Xingguo Li, Jineng Ren, Jarvis D. Haupt
A Dictionary-Based Generalization of Robust PCA Part II: Applications to Hyperspectral Demixing. CoRR (2019)
Xingguo Li, Jineng Ren, Sirisha Rambhatla, Yangyang Xu, Jarvis D. Haupt
Robust PCA via Dictionary Based Outlier Pursuit. ICASSP (2018)
Jineng Ren, Jarvis D. Haupt
Provably Communication-Efficient Asynchronous Distributed Inference for Convex and Nonconvex Problems. GlobalSIP (2018)
Meng Ma, Jineng Ren, Georgios B. Giannakis, Jarvis D. Haupt
Fast Asynchronous Decentralized Optimization: Allowing Multiple Masters. GlobalSIP (2018)
Jineng Ren, Jarvis D. Haupt
Communication-efficient Algorithm for Distributed Sparse Learning via Two-way Truncation. CoRR (2017)
Jineng Ren, Xingguo Li, Jarvis D. Haupt
Communication-Efficient distributed optimization for sparse learning via two-way truncation. CAMSAP (2017)
Jineng Ren, Xingguo Li, Jarvis D. Haupt
Robust PCA via tensor outlier pursuit. ACSSC (2016)