BIASlab

Companion repository to a submission to a Robotics & Automation Letters paper.

This repo is implementation (and a bit more :)) for the paper "Composing Non-Conjugate Factor Graphs with Closed-Form Variational Inference"

Companion repository to a submission to the International Workshop on Active Inference 2026 focused on casting the expected free energy functional as a constraint on the Bethe free energy functional.

Tutorial for the International Conference on Probabilistic Numerics 2026

Julia package that provides closed-form expressions for computing the expectation of a function

Code for "Situated Hearing Aid Personalization as Bayesian Inference" — a Bayesian agent that learns hearing aid preferences through online scanning using variational message passing on factor graphs.