490 citations · 2.3k across the 62 of their papers we have counts for
Showing 2015 · math.STShow all
2 papers · 2 filters
math.ST2015★ 69 cited
The Class of Random Graphs Arising from Exchangeable Random Measures
Victor Veitch, Daniel M. Roy
We introduce a class of random graphs that we argue meets many of the desiderata one would demand of a model to serve as the foundation for a statistical analysis of real-world net…
math.ST2015★ 17 cited
Sequential Monte Carlo as Approximate Sampling: bounds, adaptive resampling via -ESS, and an application to Particle Gibbs
Jonathan H. Huggins, Daniel M. Roy
Sequential Monte Carlo (SMC) algorithms were originally designed for estimating intractable conditional expectations within state-space models, but are now routinely used to genera…