Turing Institute

output

20132026

most citedThe physics of higher-order interactions in complex systems

938 citations

Showing 2015Show all

2 papers · 1 filter

stat.CO2015★ 32 cited

Gibbs flow for approximate transport with applications to Bayesian computation

Jeremy Heng, Arnaud Doucet, Yvo Pokern

Let $π_{0}$ and $π_{1}$ be two distributions on the Borel space $(R^{d}, B (R^{d}))$ . Any measurable function $T : R^{d} \to R^{d}$ …

stat.ML2015★ 3 cited

Scalable Discrete Sampling as a Multi-Armed Bandit Problem

Yutian Chen, Zoubin Ghahramani

Drawing a sample from a discrete distribution is one of the building components for Monte Carlo methods. Like other sampling algorithms, discrete sampling suffers from the high com…