Search Results for author: Manuel Glöckler

Found 2 papers, 2 papers with code

Adversarial robustness of amortized Bayesian inference

1 code implementation24 May 2023 Manuel Glöckler, Michael Deistler, Jakob H. Macke

Bayesian inference usually requires running potentially costly inference procedures separately for every new observation.

Adversarial Robustness Bayesian Inference

Variational methods for simulation-based inference

1 code implementation ICLR 2022 Manuel Glöckler, Michael Deistler, Jakob H. Macke

We present Sequential Neural Variational Inference (SNVI), an approach to perform Bayesian inference in models with intractable likelihoods.

Bayesian Inference Variational Inference

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