Pratz, Valentin

4 publications

TMLR 2025 Does Unsupervised Domain Adaptation Improve the Robustness of Amortized Bayesian Inference? a Systematic Evaluation Lasse Elsemüller, Valentin Pratz, Mischa von Krause, Andreas Voss, Paul-Christian Bürkner, Stefan T. Radev

ICLRW 2025 Does Unsupervised Domain Adaptation Improve the Robustness of Amortized Bayesian Inference? a Systematic Evaluation Lasse Elsemüller, Valentin Pratz, Mischa von Krause, Paul-Christian Bürkner, Stefan T. Radev

NeurIPS 2024 Consistency Models for Scalable and Fast Simulation-Based Inference Marvin Schmitt, Valentin Pratz, Ullrich Köthe, Paul-Christian Bürkner, Stefan T. Radev

UAI 2023 Jana: Jointly Amortized Neural Approximation of Complex Bayesian Models Stefan T. Radev, Marvin Schmitt, Valentin Pratz, Umberto Picchini, Ullrich Köthe, Paul-Christian Bürkner