Selecting a random sample from a set is simple. But what about selecting a fair random sample from a set of unknown or ...

Security graphs are becoming indispensable for understanding system access and network activity and empowering security teams ...

Harness those edge correlations, and “you can turn that into the best random number generator that the universe allows,” Shalm said. But here’s a question: how would you know if you got it right? It’s ...

With its powerful spatial graph structure, Graph Neural Network helps various industries deeply explore the value of their own data. GNN obtains dependencies in the graph by capturing the message ...

In a random geometric network, the average number of links is a function of the number of agents N and the radius r. So, typically you want to make the number N as large as possible such that ...

Abstract A lot of combinatorial objects have a natural bialgebra structure. In this paper, we prove that the vector space spanned by labeled simple graphs is a bialgebra with the conjunction product ...

“This is going to be a major part of the field going forward.” Freezing a Graph The Kahn-Kalai conjecture is very broad — it’s written in the abstract language of sets and their elements — but it can ...

Personalized micro-video recommendation has attracted a lot of research attention with the growing popularity of micro-video sharing platforms. Many efforts have been made to consider micro-video ...

Then, it runs a graph autoencoder model on the network to discover new DTIs. The encoder of the graph autoencoder includes two components: a GCN and a random walk with restart (RWR). The GCN component ...