Distribution Transformers: Fast Approximate Bayesian Inference With On-The-Fly Prior Adaptation

George Whittle, Juliusz Ziomek, Jacob Rawling +1

While Bayesian inference provides a principled framework for reasoning under uncertainty, its widespread adoption is limited by the intractability of exact posterior computation, n…