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Ulf K. Mertens
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 4
Top Topics
Bayesian Model
Stochastic Models
Top Venues
CoRR
IEEE Trans. Neural Networks Learn. Syst.
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Publications
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Stefan T. Radev
,
Marco D'Alessandro
,
Ulf K. Mertens
,
Andreas Voss
,
Ullrich Köthe
,
Paul-Christian Bürkner
Amortized Bayesian Model Comparison With Evidential Deep Learning.
IEEE Trans. Neural Networks Learn. Syst.
34 (8) (2023)
Stefan T. Radev
,
Ulf K. Mertens
,
Andreas Voss
,
Lynton Ardizzone
,
Ullrich Köthe
BayesFlow: Learning Complex Stochastic Models With Invertible Neural Networks.
IEEE Trans. Neural Networks Learn. Syst.
33 (4) (2022)
Stefan T. Radev
,
Ulf K. Mertens
,
Andreas Voss
,
Lynton Ardizzone
,
Ullrich Köthe
BayesFlow: Learning complex stochastic models with invertible neural networks.
CoRR
(2020)
Stefan T. Radev
,
Marco D'Alessandro
,
Paul-Christian Bürkner
,
Ulf K. Mertens
,
Andreas Voss
,
Ullrich Köthe
Amortized Bayesian model comparison with evidential deep learning.
CoRR
(2020)