47 citations · 98 across the 10 of their papers we have counts for
Showing 2020Show all
3 papers · 1 filter
eess.SP2020★ 23 cited
Learning to Continuously Optimize Wireless Resource In Episodically Dynamic Environment
Haoran Sun, Wenqiang Pu, Minghe Zhu +3
There has been a growing interest in developing data-driven and in particular deep neural network (DNN) based methods for modern communication tasks. For a few popular tasks such a…
cs.SD2020
Deep generative factorization for speech signal
Haoran Sun, Lantian Li, Yunqi Cai +3
Various information factors are blended in speech signals, which forms the primary difficulty for most speech information processing tasks. An intuitive idea is to factorize speech…
math.OC2020★ 2 cited
On the Divergence of Decentralized Non-Convex Optimization
Mingyi Hong, Siliang Zeng, Junyu Zhang +1
We study a generic class of decentralized algorithms in which agents jointly optimize the non-convex objective , while only communicating with th…