Amortized Bayesian Inference
A method of approximate inference that leverages neural networks to perform rapid Bayesian inference.
How does the framework work
Applied to cognitive models to explain human inference and learning.
Publication
Sellaro, R., Dolk, T., Colzato, L. S., Liepelt, R., & Hommel, B. (2015). Referential coding does not rely on location features: Evidence for a nonspatial joint Simon effect. Journal of Experimental Psychology: Human Perception and Performance, 41(1), 186–195. https://doi.org/10.1037/a0038548
