Jineng Ren

According to our database, Jineng Ren authored at least 14 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Multi-agent Gradient-Based Off-Policy Actor-Critic Algorithm for Distributed Reinforcement Learning.

Jineng Ren

Int. J. Comput. Intell. Syst., December, 2024

2023

SpongeTraining: Achieving High Efficiency and Accuracy for Wireless Edge-Assisted Online Distributed Learning.

Zehua Guo, Jiayu Wang, Sen Liu, Jineng Ren, Yang Xu, Yi Wang

IEEE Trans. Mob. Comput., August, 2023

Congestion-Aware Critical Gradient Scheduling for Distributed Machine Learning in Data Center Networks.

Zehua Guo, Jiayu Wang, Sen Liu, Jineng Ren, Yang Xu, Chao Yao

IEEE Trans. Cloud Comput., 2023

2021

Communication-efficient hierarchical distributed optimization for multi-agent policy evaluation.

Jineng Ren, Jarvis D. Haupt, Zehua Guo

J. Comput. Sci., 2021

2020

A Provably Communication-Efficient Asynchronous Distributed Inference Method for Convex and Nonconvex Problems.

Jineng Ren, Jarvis D. Haupt

IEEE Trans. Signal Process., 2020

A Dictionary-Based Generalization of Robust PCA With Applications to Target Localization in Hyperspectral Imaging.

Sirisha Rambhatla, Xingguo Li, Jineng Ren, Jarvis D. Haupt

IEEE Trans. Signal Process., 2020

2019

A Dictionary-Based Generalization of Robust PCA Part II: Applications to Hyperspectral Demixing.

Sirisha Rambhatla, Xingguo Li, Jineng Ren, Jarvis D. Haupt

CoRR, 2019

A Dictionary-Based Generalization of Robust PCA Part I: Study of Theoretical Properties.

Sirisha Rambhatla, Xingguo Li, Jineng Ren, Jarvis D. Haupt

CoRR, 2019

2018

Robust PCA via Dictionary Based Outlier Pursuit.

Xingguo Li, Jineng Ren, Sirisha Rambhatla, Yangyang Xu, Jarvis D. Haupt

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Provably Communication-Efficient Asynchronous Distributed Inference for Convex and Nonconvex Problems.

Jineng Ren, Jarvis D. Haupt

Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

Fast Asynchronous Decentralized Optimization: Allowing Multiple Masters.

Meng Ma, Jineng Ren, Georgios B. Giannakis, Jarvis D. Haupt

Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

2017

Communication-efficient Algorithm for Distributed Sparse Learning via Two-way Truncation.

Jineng Ren, Jarvis D. Haupt

CoRR, 2017

Communication-Efficient distributed optimization for sparse learning via two-way truncation.

Jineng Ren, Xingguo Li, Jarvis D. Haupt

Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017

2016

Robust PCA via tensor outlier pursuit.

Jineng Ren, Xingguo Li, Jarvis D. Haupt

Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016