Jineng Ren

Orcid: 0000-0003-0174-9366

According to our database1, Jineng Ren authored at least 14 papers between 2016 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Multi-agent Gradient-Based Off-Policy Actor-Critic Algorithm for Distributed Reinforcement Learning.
Int. J. Comput. Intell. Syst., December, 2024

2023
SpongeTraining: Achieving High Efficiency and Accuracy for Wireless Edge-Assisted Online Distributed Learning.
IEEE Trans. Mob. Comput., August, 2023

Congestion-Aware Critical Gradient Scheduling for Distributed Machine Learning in Data Center Networks.
IEEE Trans. Cloud Comput., 2023

2021
Communication-efficient hierarchical distributed optimization for multi-agent policy evaluation.
J. Comput. Sci., 2021

2020
A Provably Communication-Efficient Asynchronous Distributed Inference Method for Convex and Nonconvex Problems.
IEEE Trans. Signal Process., 2020

A Dictionary-Based Generalization of Robust PCA With Applications to Target Localization in Hyperspectral Imaging.
IEEE Trans. Signal Process., 2020

2019
A Dictionary-Based Generalization of Robust PCA Part II: Applications to Hyperspectral Demixing.
CoRR, 2019

A Dictionary-Based Generalization of Robust PCA Part I: Study of Theoretical Properties.
CoRR, 2019

2018
Robust PCA via Dictionary Based Outlier Pursuit.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Provably Communication-Efficient Asynchronous Distributed Inference for Convex and Nonconvex Problems.
Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

Fast Asynchronous Decentralized Optimization: Allowing Multiple Masters.
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.
CoRR, 2017

Communication-Efficient distributed optimization for sparse learning via two-way truncation.
Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017

2016
Robust PCA via tensor outlier pursuit.
Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016


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