22 citations · 24 across the 6 of their papers we have counts for
6 papers
Second-order Approximation of Exponential Random Graph Models
Wen-Yi Ding, Xiao Fang
Exponential random graph models (ERGMs) are flexible probability models allowing edge dependency. However, it is known that, to a first-order approximation, many ERGMs behave like…
Proactive Resource Request for Disaster Response: A Deep Learning-based Optimization Model
Hongzhe Zhang, Xiaohang Zhao, Xiao Fang +1
Disaster response is critical to save lives and reduce damages in the aftermath of a disaster. Fundamental to disaster response operations is the management of disaster relief reso…
Billion-user Customer Lifetime Value Prediction: An Industrial-scale Solution from Kuaishou
Kunpeng Li, Guangcui Shao, Naijun Yang +2
Customer Life Time Value (LTV) is the expected total revenue that a single user can bring to a business. It is widely used in a variety of business scenarios to make operational de…
A universal error bound in the CLT for counting monochromatic edges in uniformly colored graphs
Xiao Fang
Let be a sequence of simple graphs. Suppose has edges and each vertex of is colored independently and uniformly at random with colors. Re…
A multivariate CLT for bounded decomposable random vectors with the best known rate
Xiao Fang
We prove a multivariate central limit theorem with explicit error bound on a non-smooth function distance for sums of bounded decomposable -dimensional random vectors. The decom…
Poisson approximation for two scan statistics with rates of convergence
Xiao Fang, David Siegmund
As an application of Stein's method for Poisson approximation, we prove rates of convergence for the tail probabilities of two scan statistics that have been suggested for detectin…