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Found 4 papers, 1 papers with code
Tropical Decision Boundaries for Neural Networks Are Robust Against Adversarial Attacks
We introduce a simple, easy to implement, and computationally efficient tropical convolutional neural network architecture that is robust against adversarial attacks.
Tropical Geometric Tools for Machine Learning: the TML package
In the last decade, developments in tropical geometry have provided a number of uses directly applicable to problems in statistical learning.
Tropical Density Estimation of Phylogenetic Trees
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.
Tropical Support Vector Machines: Evaluations and Extension to Function Spaces
Similar to SVMs, tropical SVMs classify data points using a tropical hyperplane under the tropical metric with the max-plus algebra.
