Fast and accurate estimation of species-specific diversification rates using data augmentation
Diversification rates vary across species as a response to various factors, including
environmental conditions and species-specific features. Phylogenetic models that allow …
environmental conditions and species-specific features. Phylogenetic models that allow …
Blang: Bayesian declarative modelling of general data structures and inference via algorithms based on distribution continua
A Bouchard-Côté, K Chern, D Cubranic… - arXiv preprint arXiv …, 2019 - arxiv.org
Consider a Bayesian inference problem where a variable of interest does not take values in
a Euclidean space. These" non-standard" data structures are in reality fairly common. They …
a Euclidean space. These" non-standard" data structures are in reality fairly common. They …
Computational tools towards automating the scientific method
S Spanbauer - 2021 - dspace.mit.edu
We present a collection of novel computational tools designed to contribute to the goal of
large-scale scientific automation. Deep Involutive Neural MCMC and other inference …
large-scale scientific automation. Deep Involutive Neural MCMC and other inference …