Compositional simulation-based inference for time series

Manuel Gloeckler, Shoji Toyota, Kenji Fukumizu +1

Amortized simulation-based inference (SBI) methods train neural networks on simulated data to perform Bayesian inference. While this strategy avoids the need for tractable likeliho…