Publications

(2021). Distributions.jl: definition and modeling of probability distributions in the JuliaStats ecosystem. In Journal of Statistical Software.

PDF Cite

(2020). Wide neural networks with bottlenecks are deep Gaussian processes. In Journal of Machine Learning Research.

PDF Cite Code

(2018). Multiphase MCMC sampling for parameter inference in nonlinear ordinary differential equations. In Proceedings of the Twenty-First International Conference on Artificial Intelligence and Statistics.

PDF Cite

(2016). The controlled thermodynamic integral for Bayesian model evidence evaluation. In Journal of the American Statistical Association.

Cite Source Document

(2016). RNA editing generates cellular subsets with diverse sequence within populations. In Nature Communications.

Cite Source Document

(2014). Zero variance differential geometric Markov chain Monte Carlo algorithms. In Bayesian Analysis.

Cite Source Document