Ben Lambert

activity

20182023

most citedModel Evidence with Fast Tree Based Quadrature

5 citations · 8 across the 2 of their papers we have counts for

collaborators

Showing 2020Show all

3 papers · 1 filter

stat.ME2020★ 3 cited

Using flexible noise models to avoid noise model misspecification in inference of differential equation time series models

Richard Creswell, Ben Lambert, Chon Lok Lei +2

When modelling time series, it is common to decompose observed variation into a "signal" process, the process of interest, and "noise", representing nuisance factors that obfuscate…

stat.ML2020★ 5 cited

Model Evidence with Fast Tree Based Quadrature

Thomas Foster, Chon Lok Lei, Martin Robinson +2

High dimensional integration is essential to many areas of science, ranging from particle physics to Bayesian inference. Approximating these integrals is hard, due in part to the d…

stat.ME2020

$R^{*}$ : A robust MCMC convergence diagnostic with uncertainty using decision tree classifiers

Ben Lambert, Aki Vehtari

Markov chain Monte Carlo (MCMC) has transformed Bayesian model inference over the past three decades: mainly because of this, Bayesian inference is now a workhorse of applied scien…

Using flexible noise models to avoid noise model misspecification in inference of differential equation time series models

Model Evidence with Fast Tree Based Quadrature

R∗: A robust MCMC convergence diagnostic with uncertainty using decision tree classifiers

$R^{*}$ : A robust MCMC convergence diagnostic with uncertainty using decision tree classifiers