research
∙
12/15/2022
Audio-based AI classifiers show no evidence of improved COVID-19 screening over simple symptoms checkers
Recent work has reported that AI classifiers trained on audio recordings...
share
research
∙
12/15/2022
Statistical Design and Analysis for Robust Machine Learning: A Case Study from COVID-19
Since early in the coronavirus disease 2019 (COVID-19) pandemic, there h...
research
∙
12/15/2022
A large-scale and PCR-referenced vocal audio dataset for COVID-19
The UK COVID-19 Vocal Audio Dataset is designed for the training and eva...
research
∙
09/28/2021
Interoperability of statistical models in pandemic preparedness: principles and reality
We present "interoperability" as a guiding framework for statistical mod...
research
∙
06/09/2021
Multi-Facet Clustering Variational Autoencoders
Work in deep clustering focuses on finding a single partition of data. H...
research
∙
03/23/2021