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stat.ML2023★ 3 cited
Tropical Geometric Tools for Machine Learning: the TML package
David Barnhill, Ruriko Yoshida, Georgios Aliatimis +1
In the last decade, developments in tropical geometry have provided a number of uses directly applicable to problems in statistical learning. The TML package is the first R package…
math.CO2023
Maximum Inscribed and Minimum Enclosing Tropical Balls of Tropical Polytopes and Applications to Volume Estimation and Uniform Sampling
David Barnhill, Ruriko Yoshida, Keiji Miura
We consider a minimum enclosing and maximum inscribed tropical balls for any given tropical polytope over the tropical projective torus in terms of the tropical metric with the max…