Concepedia

Stefan T. Radev

ST

Statistics

Publications

20

Citations

571

H-Index

13

Active since

2018

Affiliations

Heidelberg University(Current)

TU Dortmund University

University Hospital Heidelberg

Medical University of Vienna

University of Göttingen

Stefan T. Radev is an author at Heidelberg University specializing in statistics, computer science, and data science.

ORCID

Top concepts

Publications per year

2018–2024

20

Publications

20

BayesFlow: Learning Complex Stochastic Models With Invertible Neural Networks

Stefan T. Radev, Ulf K. Mertens, Lynton Ardizzone et al. · IEEE Transactions on Neural Networks and Learning Systems · 2020 · 202 citations

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Mental speed is high until age 60 as revealed by analysis of over a million participants

Mischa von Krause, Stefan T. Radev · Nature Human Behaviour · 2022 · 48 citations

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Towards end‐to‐end likelihood‐free inference with convolutional neural networks

Stefan T. Radev, Ulf K. Mertens, Ullrich Köthe · British Journal of Mathematical and Statistical Psychology · 2019 · 43 citations

OutbreakFlow: Model-based Bayesian inference of disease outbreak dynamics with invertible neural networks and its application to the COVID-19 pandemics in Germany

Stefan T. Radev, Frederik Graw, Simiao Chen et al. · PLoS Computational Biology · 2021 · 33 citations · Full text

BayesFlow: Amortized Bayesian Workflows With NeuralNetworks

Stefan T. Radev, Marvin Schmitt, Lukas Schumacher et al. · The Journal of Open Source Software · 2023 · 30 citations · Full text

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