2 papers
q-bio.NC2024
Validation and Comparison of Non-Stationary Cognitive Models: A Diffusion Model Application
Lukas Schumacher, Martin Schnuerch, Andreas Voss +1
Cognitive processes undergo various fluctuations and transient states across different temporal scales. Superstatistics are emerging as a flexible framework for incorporating such…
cs.LG2023
BayesFlow: Amortized Bayesian Workflows With Neural Networks
Stefan T Radev, Marvin Schmitt, Lukas Schumacher +5
Modern Bayesian inference involves a mixture of computational techniques for estimating, validating, and drawing conclusions from probabilistic models as part of principled workflo…