GATSBI: Generative Adversarial Training for Simulation-Based Inference

We introduce GATSBI, a method that combines generative adversarial networks with simulation-based inference to achieve better sample efficiency and accuracy in posterior estimation.

April 2022 · Poornima Ramesh, Jan-Matthis Lueckmann, Jan Boelts, Álvaro Tejero-Cantero, David S. Greenberg, Jakob H. Macke