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05/20/2022
Data Augmentation for Compositional Data: Advancing Predictive Models of the Microbiome
Data augmentation plays a key role in modern machine learning pipelines....
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04/28/2022
On the Normalizing Constant of the Continuous Categorical Distribution
Probability distributions supported on the simplex enjoy a wide range of...
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04/15/2021
A Critique of Differential Abundance Analysis, and Advocacy for an Alternative
It is largely taken for granted that differential abundance analysis is,...
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11/10/2020
Uses and Abuses of the Cross-Entropy Loss: Case Studies in Modern Deep Learning
Modern deep learning is primarily an experimental science, in which empi...
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02/20/2020
