e-sygoing.link — Belief Networks https://e-sygoing.link Latest links in the Belief Networks category en-us Sun, 24 May 2026 20:22:17 -0400 Qualitative Verbal Explanations in Bayesian Belief Networks https://e-sygoing.link/link/5633667-qualitative-verbal-explanations-in-bayesian-belief-networks Paper about combining probabilistic models and human-intuitive approaches to modeling uncertainty by generating qualitative verbal explanations of reasoning. Tue, 05 May 2026 08:53:53 -0400 https://e-sygoing.link/go/5633667 Belief Networks and Variational Methods : Amos Storkey https://e-sygoing.link/link/5633669-belief-networks-and-variational-methods-amos-storkey Dynamic Trees are mixtures of tree structured belief networks, and are used as models for image segmentation and tracking. Wed, 04 Feb 2026 04:15:50 -0500 https://e-sygoing.link/go/5633669 Query DAGs: A Practical Paradigm for Implementing Belief-Network Inference https://e-sygoing.link/link/5633668-query-dags-a-practical-paradigm-for-implementing-belief-netw Article published in JAIR (Journal of AI Research) about a way to implement belief networks by compiling networks into arithmetic expressions and then answering queries using an evaluation algorithm. Fri, 19 Sep 2025 08:32:39 -0400 https://e-sygoing.link/go/5633668 Daphne's Approximate Group of Students (DAGS) https://e-sygoing.link/link/5633675-daphnes-approximate-group-of-students-dags Daphne Koller's research group on probabilistic representation, reasoning, and learning at Stanford University Tue, 24 Dec 2024 03:28:01 -0500 https://e-sygoing.link/go/5633675 Belief Revision https://e-sygoing.link/link/5633674-belief-revision Software, publications, teaching material, and news on belief revision - from the Business and Technology Research Laboratory at the University of Newcastle, Australia Mon, 16 Dec 2024 07:52:01 -0500 https://e-sygoing.link/go/5633674 Learning Bayesian Networks from Data https://e-sygoing.link/link/5633673-learning-bayesian-networks-from-data Slides and additional notes from a tutorial by Nir Friedman and Daphne Koller on automated learning of belief networks, given at the Neural Information Processing Systems (NIPS-2001) conference Mon, 11 Nov 2024 19:20:06 -0500 https://e-sygoing.link/go/5633673 A Brief Introduction to Graphical Models and Bayesian Networks https://e-sygoing.link/link/5633670-a-brief-introduction-to-graphical-models-and-bayesian-networ Kevin Murphy's tutorial, including a recommended reading list. Tue, 10 Sep 2024 00:07:37 -0400 https://e-sygoing.link/go/5633670 Bayesian Network Repository https://e-sygoing.link/link/5633676-bayesian-network-repository Maintained by Gal Elidan - over a dozen publicly available networks with documentation, in several popular interchange formats Mon, 15 Jul 2024 00:04:39 -0400 https://e-sygoing.link/go/5633676 Association for Uncertainty in Artificial Intelligence https://e-sygoing.link/link/5633666-association-for-uncertainty-in-artificial-intelligence Main association for belief network researchers. Runs the annual Uncertainty in Artificial Intelligence (UAI) conferences, and the UAI mailing list. Tue, 09 Jan 2024 01:50:12 -0500 https://e-sygoing.link/go/5633666