5 citations · 9 across the 6 of their papers we have counts for
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cs.LG2021★ 5 cited
Bounds all around: training energy-based models with bidirectional bounds
Cong Geng, Jia Wang, Zhiyong Gao +2
Energy-based models (EBMs) provide an elegant framework for density estimation, but they are notoriously difficult to train. Recent work has established links to generative adversa…
cs.IT2021
Sum-Rate-Distortion Function for Indirect Multiterminal Source Coding in Federated Learning
Naifu Zhang, Meixia Tao, Jia Wang
One of the main focus in federated learning (FL) is the communication efficiency since a large number of participating edge devices send their updates to the edge server at each ro…