Search Results for author: Kory D. Johnson

Found 5 papers, 1 papers with code

Redistributor: Transforming Empirical Data Distributions

1 code implementation25 Oct 2022 Pavol Harar, Dennis Elbrächter, Monika Dörfler, Kory D. Johnson

We present an algorithm and package, Redistributor, which forces a collection of scalar samples to follow a desired distribution.

Robust models of SARS-CoV-2 heterogeneity and control

no code implementations23 Sep 2021 Kory D. Johnson, Annemarie Grass, Daniel Toneian, Mathias Beiglböck, Jitka Polechová

Our simulation functions as a dynamic compartment model in which an individual's history of infection, vaccination, and possible reinfection all play a role in their resistance to further infections.

Disease Momentum: Estimating the Reproduction Number in the Presence of Superspreading

no code implementations16 Dec 2020 Kory D. Johnson, Mathias Beiglböck, Manuel Eder, Annemarie Grass, Joachim Hermisson, Gudmund Pammer, Jitka Polechová, Daniel Toneian, Benjamin Wölfl

Our models demonstrate that the estimation uncertainty of the reproduction number increases with superspreading and that this improves the performance of prediction intervals.

Prediction Intervals

Adaptive, Distribution-Free Prediction Intervals for Deep Networks

no code implementations25 May 2019 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 performance guarantees.

Prediction Intervals valid

Cannot find the paper you are looking for? You can Submit a new open access paper.