Search Results for author: David Barnhill

Found 2 papers, 1 papers with code

Tropical Geometric Tools for Machine Learning: the TML package

1 code implementation3 Sep 2023 David Barnhill, Ruriko Yoshida, Georgios Aliatimis, Keiji Miura

In the last decade, developments in tropical geometry have provided a number of uses directly applicable to problems in statistical learning.

Density Estimation

Tropical Density Estimation of Phylogenetic Trees

no code implementations9 Jun 2022 Ruriko Yoshida, David Barnhill, Keiji Miura, Daniel Howe

In order to discover ``outlying'' gene trees which do not follow the ``main distribution(s)'' of trees, we propose to apply the ``tropical metric'' with the max-plus algebra from tropical geometry to a non-parametric estimation of gene trees over the space of phylogenetic trees.

Density Estimation

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