2 papers
q-bio.PE2020
Disease Momentum: Estimating the Reproduction Number in the Presence of Superspreading
Kory D. Johnson, Mathias Beiglböck, Manuel Eder +6
A primary quantity of interest in the study of infectious diseases is the average number of new infections that an infected person produces. This so-called reproduction number has…
stat.ML2019
Adaptive, Distribution-Free Prediction Intervals for Deep Networks
Danijel Kivaranovic, Kory D. Johnson, Hannes Leeb
The machine learning literature contains several constructions for prediction intervals that are intuitively reasonable but ultimately ad-hoc in that they do not come with provable…