Yicheng Chen

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 13

Top Topics

Gradient Direction

Change Detection

Gaussian Graphical Models

Top Venues

IEEE Trans. Signal Process.

IEEE J. Sel. Top. Signal Process.

Publications

Yicheng Chen, Rick S. Blum, Brian M. Sadler
Communication Efficient Federated Learning via Ordered ADMM in a Fully Decentralized Setting. CoRR (2022)
Yicheng Chen, Rick S. Blum, Martin Takác, Brian M. Sadler
Distributed Learning With Sparsified Gradient Differences. CoRR (2022)
Yicheng Chen, Rick S. Blum, Brian M. Sadler
Communication Efficient Federated Learning via Ordered ADMM in a Fully Decentralized Setting. CISS (2022)
Yicheng Chen, Rick S. Blum, Martin Takác, Brian M. Sadler
Distributed Learning With Sparsified Gradient Differences. IEEE J. Sel. Top. Signal Process. 16 (3) (2022)
Yicheng Chen, Rick S. Blum, Brian M. Sadler
Communication-Efficient Federated Learning Using Censored Heavy Ball Descent. IEEE Trans. Signal Inf. Process. over Networks 8 (2022)
Yicheng Chen, Rick S. Blum, Brian M. Sadler
Communication-Efficient {Federated} Learning Using Censored Heavy Ball Descent. CoRR (2022)
Yicheng Chen, Rick S. Blum, Brian M. Sadler
Ordering for Communication-Efficient Quickest Change Detection in a Decomposable Graphical Model. IEEE Trans. Signal Process. 69 (2021)
Yicheng Chen, Rick S. Blum, Brian M. Sadler
Optimal Quickest Change Detection in Sensor Networks Using Ordered Transmissions. SPAWC (2020)
Yicheng Chen, Brian M. Sadler, Rick S. Blum
Ordered Gradient Approach for Communication-Efficient Distributed Learning. SPAWC (2020)
Yicheng Chen, Rick S. Blum, Brian M. Sadler, Jiangfan Zhang
Testing the Structure of a Gaussian Graphical Model With Reduced Transmissions in a Distributed Setting. IEEE Trans. Signal Process. 67 (20) (2019)
Yicheng Chen, Rick S. Blum
On the Impact of Unknown Signals on Delay, Doppler, Amplitude, and Phase Parameter Estimation. IEEE Trans. Signal Process. 67 (2) (2019)
Yicheng Chen, Brian M. Sadler, Rick S. Blum
Ordered Transmission for Efficient Wireless Autonomy. ACSSC (2018)
Hong-Xia Dou, Hou-Biao Li, Qing-Yu Fan, Yicheng Chen
Signal Restoration Combining Modified Tikhonov Regularization and Preconditioning Technology. IEEE Access 5 (2017)