Valentin Pratz

Publication Activity (10 Years)

Years Active: 2023-2023
Publications (10 Years): 5

Top Topics

Rule Extraction

Bayesian Models

Binary Search Trees

Top Venues

J. Open Source Softw.

Publications

Stefan T. Radev, Marvin Schmitt, Valentin Pratz, Umberto Picchini, Ullrich Köthe, Paul-Christian Bürkner
JANA: Jointly Amortized Neural Approximation of Complex Bayesian Models. CoRR (2023)
Stefan T. Radev, Marvin Schmitt, Lukas Schumacher, Lasse Elsemüller, Valentin Pratz, Yannik Schälte, Ullrich Köthe, Paul-Christian Bürkner
BayesFlow: Amortized Bayesian Workflows With Neural Networks. J. Open Source Softw. 8 (90) (2023)
Marvin Schmitt, Valentin Pratz, Ullrich Köthe, Paul-Christian Bürkner, Stefan T. Radev
Consistency Models for Scalable and Fast Simulation-Based Inference. CoRR (2023)
Stefan T. Radev, Marvin Schmitt, Lukas Schumacher, Lasse Elsemüller, Valentin Pratz, Yannik Schälte, Ullrich Köthe, Paul-Christian Bürkner
BayesFlow: Amortized Bayesian Workflows With Neural Networks. CoRR (2023)
Stefan T. Radev, Marvin Schmitt, Valentin Pratz, Umberto Picchini, Ullrich Köthe, Paul-Christian Bürkner
Jana: Jointly amortized neural approximation of complex Bayesian models. UAI (2023)