Search Results for author: Magnus Koudahl

Found 4 papers, 2 papers with code

Variational message passing for online polynomial NARMAX identification

1 code implementation2 Apr 2022 Wouter Kouw, Albert Podusenko, Magnus Koudahl, Maarten Schoukens

We propose a variational Bayesian inference procedure for online nonlinear system identification.

Bayesian Inference

AIDA: An Active Inference-based Design Agent for Audio Processing Algorithms

1 code implementation26 Dec 2021 Albert Podusenko, Bart van Erp, Magnus Koudahl, Bert de Vries

AIDA interprets searching for the "most interesting alternative" as an issue of optimal (acoustic) context-aware Bayesian trial design.

Active Inference and Epistemic Value in Graphical Models

no code implementations1 Sep 2021 Thijs van de Laar, Magnus Koudahl, Bart van Erp, Bert de Vries

The AIF literature describes multiple VFE objectives for policy planning that lead to epistemic (information-seeking) behavior.

Cannot find the paper you are looking for? You can Submit a new open access paper.