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[Lecture] Probability and Statistics Seminar—— Shotgun threshold for sparse Erdős-Rényi graphs
Feb. 20, 2023
Speaker: Heng Ma (PKU)

Time: 14:00-15:00 pm, Februray 20, 2023, GMT+8

Venue: Room 1114, Sciences Building No. 1

Abstract:

In the shotgun assembly problem for a graph, we are given the empirical profile for rooted neighborhoods of depth $r$ (up to isomorphism) for some $r \geq 1$ and we wish to recover the underlying graph up to isomorphism. When the underlying graph is an Erdős-Rényi $\mathcal{G}\left(n, \frac{\lambda}{n}\right)$, we show that the shotgun assembly threshold $r_{*} \approx \frac{\log n}{\log \left(\lambda^{2} \gamma_{\lambda}\right)^{-1}}$ where $\gamma_{\lambda}$ is the probability for two independent Poisson-Galton-Watson trees with parameter $\lambda$ to be rooted isomorphic with each other. Our result sharpens a constant factor in a previous work by Mossel and Ross (2019) and thus solve a question therein. This talk is based on a joint work with Jian Ding and Yiyang Jiang.

About the Speaker:

Ma Heng is 2020 doctoral student of Peking Univerisity, and the supervisor is Professor Ren Yanxia.

Source: School of Mathematical Sciences