Ulf K. Mertens

According to our database, Ulf K. Mertens authored at least 3 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Amortized Bayesian Model Comparison With Evidential Deep Learning.

Stefan T. Radev, Marco D'Alessandro, Ulf K. Mertens, Andreas Voss, Ullrich Köthe, Paul-Christian Bürkner

IEEE Trans. Neural Networks Learn. Syst., August, 2023

2022

BayesFlow: Learning Complex Stochastic Models With Invertible Neural Networks.

Stefan T. Radev, Ulf K. Mertens, Andreas Voss, Lynton Ardizzone, Ullrich Köthe

IEEE Trans. Neural Networks Learn. Syst., 2022

2019

Deep learning methods for likelihood-free inference :approximating the posterior distribution with convolutional neural networks

Ulf K. Mertens

PhD thesis, 2019