Community detection and percolation of information in a geometric setting

Concentration and regularization of random graphs

(2017) Can M. Le et al.   RANDOM STRUCTURES & ALGORITHMS

On the time for Brownian motion to visit every point on a circle

(2016) Philip Ernst et al.   JOURNAL OF STATISTICAL PLANNING AND INFERENCE

Testing for high-dimensional geometry in random graphs

(2016) Sébastien Bubeck et al.   RANDOM STRUCTURES & ALGORITHMS

A useful variant of the Davis–Kahan theorem for statisticians

(2015) Y. Yu et al.   BIOMETRIKA

Universally consistent vertex classification for latent positions graphs

(2013) Minh Tang et al.   ANNALS OF STATISTICS

Robust Estimation of Latent Tree Graphical Models: Inferring Hidden States With Inexact Parameters

(2013) Elchanan Mossel et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Consistent Latent Position Estimation and Vertex Classification for Random Dot Product Graphs

(2013) Daniel L. Sussman et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

User-Friendly Tail Bounds for Sums of Random Matrices

(2011) Joel A. Tropp   FOUNDATIONS OF COMPUTATIONAL MATHEMATICS