[PDF][PDF] RxInfer: A Julia package for reactive real-time Bayesian inference

D Bagaev, A Podusenko, B De Vries - Journal of Open Source …, 2023‏ - research.tue.nl
Bayesian inference realizes optimal information processing through a full commitment to
reasoning by probability theory. The Bayesian framework is positioned at the core of modern …

[HTML][HTML] Automating model comparison in factor graphs

B van Erp, WWL Nuijten, T van de Laar, B de Vries - Entropy, 2023‏ - mdpi.com
Bayesian state and parameter estimation are automated effectively in a variety of
probabilistic programming languages. The process of model comparison on the other hand …

Online Structure Learning with Dirichlet Processes Through Message Passing

B van Erp, WWL Nuijten, B de Vries - International Workshop on Active …, 2024‏ - Springer
Generative or probabilistic modeling is crucial for develo** intelligent agents that can
reason about their environment. However, designing these models manually for complex …