David S. Greenberg | DeepAI

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Featured Co-authors

Jakob H. Macke
24 publications
Michael Deistler
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Conor Durkan
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Jan-Matthis Lueckmann
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Pedro J. Goncalves
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Alvaro Tejero-Cantero
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Jan Boelts
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Marcel Nonnenmacher
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Poornima Ramesh
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research

∙ 03/12/2022

GATSBI: Generative Adversarial Training for Simulation-Based Inference

Simulation-based inference (SBI) refers to statistical inference on stoc...

0 Poornima Ramesh, et al. ∙

research

∙ 01/12/2021

Benchmarking Simulation-Based Inference

Recent advances in probabilistic modelling have led to a large number of...

0 Jan-Matthis Lueckmann, et al. ∙

research

∙ 07/17/2020

SBI – A toolkit for simulation-based inference

Scientists and engineers employ stochastic numerical simulators to model...

0 Alvaro Tejero-Cantero, et al. ∙

research

∙ 05/17/2019

Automatic Posterior Transformation for Likelihood-Free Inference

How can one perform Bayesian inference on stochastic simulators with int...

13 David S. Greenberg, et al. ∙