73 citations · 499 across the 29 of their papers we have counts for
4 papers · 1 filter
Understanding GANs: the LQG Setting
Soheil Feizi, Farzan Farnia, Tony Ginart +1
Generative Adversarial Networks (GANs) have become a popular method to learn a probability model from data. In this paper, we aim to provide an understanding of some of the basic i…
Community Recovery in Hypergraphs
Kwangjun Ahn, Kangwook Lee, Changho Suh
Community recovery is a central problem that arises in a wide variety of applications such as network clustering, motion segmentation, face clustering and protein complex detection…
Two-Way Interference Channel Capacity: How to Have the Cake and Eat it Too
Changho Suh, Jaewoong Cho, David Tse
Two-way communication is prevalent and its fundamental limits are first studied in the point-to-point setting by Shannon [1]. One natural extension is a two-way interference channe…
Opportunistic Downlink Interference Alignment for Multi-Cell MIMO Networks
Hyun Jong Yang, Won-Yong Shin, Bang Chul Jung +2
In this paper, we propose an opportunistic downlink interference alignment (ODIA) for interference-limited cellular downlink, which intelligently combines user scheduling and downl…