Motif Counting via Subgraph sampling

Motif Counting via Subgraph sampling

Neyman Seminar
Apr 28, 2021, 04:00 PM - 05:00 PM | Seminar on Zoom Evans Hall | Happening As Scheduled
Sumit Mukherjee, Columbia University

Consider the subgraph sampling model, where we observe a random subgraph of a given (possibly non random) large graph $G_n$, by choosing vertices of $G_n$ independently at random with probability $p_n$. In this setting, we study the question of estimating the number of copies $N(H,G_n)$ of a fixed motif/small graph (think of $H$ as edges, two stars, triangles) in the big graph $G_n$. We derive...