119 citations · 239 across the 7 of their papers we have counts for
Showing 2018Show all
2 papers · 1 filter
cs.LG2018★ 28 cited
On the Benefit of Width for Neural Networks: Disappearance of Bad Basins
Dawei Li, Tian Ding, Ruoyu Sun
Wide networks are often believed to have a nice optimization landscape, but what rigorous results can we prove? To understand the benefit of width, it is important to identify the…
eess.SP2018★ 119 cited
Sparsity Learning Based Multiuser Detection in Grant-Free Massive-Device Multiple Access
Tian Ding, Xiaojun Yuan, Soung Chang Liew
In this work, we study the multiuser detection (MUD) problem for a grant-free massive-device multiple access (MaDMA) system, where a large number of single-antenna user devices tra…