Jineng Ren

15 papers Misc 2Journal 10Unranked 3
YearRankTypeTitle / Venue / Authors
2024 J jnl
Multi-agent Gradient-Based Off-Policy Actor-Critic Algorithm for Distributed Reinforcement Learning.
Int. J. Comput. Intell. Syst.
Jineng Ren
2023 J jnl
Congestion-Aware Critical Gradient Scheduling for Distributed Machine Learning in Data Center Networks.
IEEE Trans. Cloud Comput.
Zehua Guo, Jiayu Wang, Sen Liu, Jineng Ren, Yang Xu, Chao Yao
2023 J jnl
SpongeTraining: Achieving High Efficiency and Accuracy for Wireless Edge-Assisted Online Distributed Learning.
IEEE Trans. Mob. Comput.
Zehua Guo, Jiayu Wang, Sen Liu, Jineng Ren, Yang Xu, Yi Wang
2021 J jnl
Communication-efficient hierarchical distributed optimization for multi-agent policy evaluation.
J. Comput. Sci.
Jineng Ren, Jarvis D. Haupt, Zehua Guo
2020 J jnl
A Dictionary-Based Generalization of Robust PCA With Applications to Target Localization in Hyperspectral Imaging.
IEEE Trans. Signal Process.
Sirisha Rambhatla, Xingguo Li, Jineng Ren, Jarvis D. Haupt
2020 J jnl
A Provably Communication-Efficient Asynchronous Distributed Inference Method for Convex and Nonconvex Problems.
IEEE Trans. Signal Process.
Jineng Ren, Jarvis D. Haupt
2019 J jnl
A Dictionary-Based Generalization of Robust PCA Part I: Study of Theoretical Properties.
CoRR
Sirisha Rambhatla, Xingguo Li, Jineng Ren, Jarvis D. Haupt
2019 J jnl
A Dictionary-Based Generalization of Robust PCA Part II: Applications to Hyperspectral Demixing.
CoRR
Sirisha Rambhatla, Xingguo Li, Jineng Ren, Jarvis D. Haupt
2019 J jnl
A Provably Communication-Efficient Asynchronous Distributed Inference Method for Convex and Nonconvex Problems.
CoRR
Jineng Ren, Jarvis D. Haupt
2018 — conf
Fast Asynchronous Decentralized Optimization: Allowing Multiple Masters.
GlobalSIP
Meng Ma, Jineng Ren, Georgios B. Giannakis, Jarvis D. Haupt
2018 — conf
Provably Communication-Efficient Asynchronous Distributed Inference for Convex and Nonconvex Problems.
GlobalSIP
Jineng Ren, Jarvis D. Haupt
2018 Misc conf
Robust PCA via Dictionary Based Outlier Pursuit.
ICASSP
Xingguo Li, Jineng Ren, Sirisha Rambhatla, Yangyang Xu, Jarvis D. Haupt
2017 — conf
Communication-Efficient distributed optimization for sparse learning via two-way truncation.
CAMSAP
Jineng Ren, Xingguo Li, Jarvis D. Haupt
2017 J jnl
Communication-efficient Algorithm for Distributed Sparse Learning via Two-way Truncation.
CoRR
Jineng Ren, Jarvis D. Haupt
2016 Misc conf
Robust PCA via tensor outlier pursuit.
ACSSC
Jineng Ren, Xingguo Li, Jarvis D. Haupt