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57 papers
arXiv Mar 2024

Bayesian Additive Regression Networks

Danielle Van Boxel

Danielle Van Boxel

We apply Bayesian Additive Regression Tree (BART) principles to training an ensemble of small neural networks for regression tasks.

Student-ledMachine learningTools
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Biological Reviews 2021

Speciation across the Tree of Life

Tania Hernández-Hernández et al.

Cristian Román-Palacios

Much of what we know about speciation comes from detailed studies of well-known model systems.

MacroevolutionPhylogenetics
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Evolution letters 2019

Evolution of diet across the Animal Tree of Life

Cristian Román-Palacios, Joshua Scholl, John J. Wiens

Cristian Román-Palacios

What an animal eats is a fundamental aspect of its biology, but the evolution of diet has not been studied across animal phylogeny.

MacroevolutionPhylogenetics
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Revista de Biologia Tropical 2018

On the Data Deficient amphibians from Colombia

Cristian Román-Palacios, Alejandro Valencia-Zuleta

Cristian Román-Palacios

Whereas more than 10 % of global amphibian richness is known to occur in Colombia, almost 16 % of these species are currently classified as...

Conservation biology
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