334 citations · 2.2k across the 37 of their papers we have counts for
Showing 2009Show all
2 papers · 1 filter
stat.CO2009★ 7 cited
Nonparametric Bayesian Density Modeling with Gaussian Processes
Ryan Prescott Adams, Iain Murray, David J. C. MacKay
We present the Gaussian process density sampler (GPDS), an exchangeable generative model for use in nonparametric Bayesian density estimation. Samples drawn from the GPDS are consi…
astro-ph.EP2009★ 13 cited
Dynamical inference from a kinematic snapshot: The force law in the Solar System
Jo Bovy, Iain Murray, David W. Hogg
If a dynamical system is long-lived and non-resonant (that is, if there is a set of tracers that have evolved independently through many orbital times), and if the system is observ…