research
∙
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....
share
research
∙
04/28/2022
On the Normalizing Constant of the Continuous Categorical Distribution
Probability distributions supported on the simplex enjoy a wide range of...
research
∙
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,...
research
∙
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...
research
∙
02/20/2020