Search Results for author: Daniel Habermann

Found 1 papers, 0 papers with code

Leveraging Self-Consistency for Data-Efficient Amortized Bayesian Inference

no code implementations6 Oct 2023 Marvin Schmitt, Desi R. Ivanova, Daniel Habermann, Ullrich Köthe, Paul-Christian Bürkner, Stefan T. Radev

We propose a method to improve the efficiency and accuracy of amortized Bayesian inference by leveraging universal symmetries in the joint probabilistic model of parameters and data.

Bayesian Inference

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