Article-Journal | BIASlabhttp://biaslab.org/publication-type/article-journal/Article-JournalHugo Blox Builder (https://hugoblox.com)en-usSun, 01 Nov 2026 00:00:00 +0000http://biaslab.org/media/icon_hu_47940ffff6bbba19.pngArticle-Journalhttp://biaslab.org/publication-type/article-journal/Maintenance optimization for asset networks with unknown degradation parametershttp://biaslab.org/publication/maintenance-optimization-asset-networks/Sun, 01 Nov 2026 00:00:00 +0000http://biaslab.org/publication/maintenance-optimization-asset-networks/Partial state-feedback reduced-order switching predictive models for next-generation optical lithography systemshttp://biaslab.org/publication/partial-feedback-lithography/Sun, 15 Mar 2026 09:00:00 +0200http://biaslab.org/publication/partial-feedback-lithography/Gaussian variational inference with non-Gaussian factors for state estimationhttp://biaslab.org/publication/esgvi-uwb-localization/Mon, 12 Jan 2026 09:00:00 +0200http://biaslab.org/publication/esgvi-uwb-localization/A Factor Graph Approach to Variational Sparse Gaussian Processeshttp://biaslab.org/publication/factor-graph-approach-variational-gp/Wed, 02 Jul 2025 09:00:00 +0200http://biaslab.org/publication/factor-graph-approach-variational-gp/Factor graph-based online Bayesian identification and component evaluation for multivariate autoregressive exogenous input modelshttp://biaslab.org/publication/marx-modeleval/Mon, 23 Jun 2025 12:00:00 +0200http://biaslab.org/publication/marx-modeleval/Multiple variational Kalman-GRU for ship trajectory prediction with uncertaintyhttp://biaslab.org/publication/kalman-gru-ship-trajectory-prediction-copy/Wed, 06 Nov 2024 09:00:00 +0200http://biaslab.org/publication/kalman-gru-ship-trajectory-prediction-copy/GraphPPL.jl: A Probabilistic Programming Language for Graphical Modelshttp://biaslab.org/publication/graphppl-entropy/Tue, 22 Oct 2024 09:00:00 +0200http://biaslab.org/publication/graphppl-entropy/Bayesian inference of collision avoidance intent during ship encountershttp://biaslab.org/publication/infer-ship-collision-avoidance-intent/Tue, 02 Apr 2024 09:00:00 +0200http://biaslab.org/publication/infer-ship-collision-avoidance-intent/Information-seeking polynomial NARX model-predictive control through expected free energy minimizationhttp://biaslab.org/publication/narx-efe-controller/Wed, 27 Dec 2023 09:00:00 +0200http://biaslab.org/publication/narx-efe-controller/Principled Pruning of Bayesian Neural Networks through Variational Free Energy Minimizationhttp://biaslab.org/publication/principled_pruning_bnn/Wed, 29 Nov 2023 00:00:00 +0000http://biaslab.org/publication/principled_pruning_bnn/Automating model comparison in factor graphshttp://biaslab.org/publication/automating_model_comparison_in_ffgs/Sat, 29 Jul 2023 00:00:00 +0000http://biaslab.org/publication/automating_model_comparison_in_ffgs/Realising Synthetic Active Inference Agents, Part II: Variational Message Updateshttp://biaslab.org/publication/realising_synthetic_active_inference_agents_part_ii_variational_message_updates/Wed, 12 Jul 2023 09:00:00 +0200http://biaslab.org/publication/realising_synthetic_active_inference_agents_part_ii_variational_message_updates/Reactive Message Passing for Scalable Bayesian Inferencehttp://biaslab.org/publication/reactive-message-passing-for-scalable-bayesian-inference/Sat, 27 May 2023 09:00:00 +0200http://biaslab.org/publication/reactive-message-passing-for-scalable-bayesian-inference/RxInfer: A Julia package for reactive real-time Bayesian inferencehttp://biaslab.org/publication/rxinfer-a-julia-package-for-realtime-bayesian-inference/Thu, 20 Apr 2023 09:00:00 +0200http://biaslab.org/publication/rxinfer-a-julia-package-for-realtime-bayesian-inference/Probabilistic programming with stochastic variational message passinghttp://biaslab.org/publication/probabilistic_programming_with_stochastic_variational_message_passing/Wed, 22 Jun 2022 09:00:00 +0200http://biaslab.org/publication/probabilistic_programming_with_stochastic_variational_message_passing/ReactiveMP.jl: A Julia package for reactive variational Bayesian inferencehttp://biaslab.org/publication/a-julia-package-for-reactive-variational-bayesian-inference/Sun, 01 May 2022 00:00:00 +0000http://biaslab.org/publication/a-julia-package-for-reactive-variational-bayesian-inference/Active Inference and Epistemic Value in Graphical Modelshttp://biaslab.org/publication/epistemic-value-graphical-models/Wed, 06 Apr 2022 09:00:00 +0200http://biaslab.org/publication/epistemic-value-graphical-models/AIDA: An active inference-Based design agent for audio processing algorithmshttp://biaslab.org/publication/aida/Mon, 07 Mar 2022 00:00:00 +0000http://biaslab.org/publication/aida/On Epistemics in Expected Free Energy for Linear Gaussian State Space Modelshttp://biaslab.org/publication/efe-lgds/Wed, 24 Nov 2021 10:40:00 +0200http://biaslab.org/publication/efe-lgds/A Bayesian Modeling Approach to Situated Design of Personalized Soundscaping Algorithmshttp://biaslab.org/publication/situated-soundscaping/Thu, 14 Oct 2021 11:37:31 +0200http://biaslab.org/publication/situated-soundscaping/Bayesian pure-tone audiometry through active learning under informed priorshttp://biaslab.org/publication/bayesian-pure-tone-audiometry-through-active-learning-under-informed-priors/Fri, 13 Aug 2021 07:41:37 +0100http://biaslab.org/publication/bayesian-pure-tone-audiometry-through-active-learning-under-informed-priors/Extended Variational Message Passing for Automated Approximate Bayesian Inferencehttp://biaslab.org/publication/extended-variational-message-passing-for-automated-approximate-bayesian-inference/Sat, 26 Jun 2021 16:37:31 +0200http://biaslab.org/publication/extended-variational-message-passing-for-automated-approximate-bayesian-inference/Variational Message Passing and Local Constraint Manipulation in Factor Graphshttp://biaslab.org/publication/variational-message-passing-and-local-constraint-manipulation-in-factor-graphs/Thu, 24 Jun 2021 16:37:31 +0200http://biaslab.org/publication/variational-message-passing-and-local-constraint-manipulation-in-factor-graphs/Message Passing-Based Inference for Time-Varying Autoregressive Modelshttp://biaslab.org/publication/message-passing-based-inference-for-tvar/Fri, 28 May 2021 16:37:31 +0200http://biaslab.org/publication/message-passing-based-inference-for-tvar/Chance-constrained active inferencehttp://biaslab.org/publication/chance-constrained-active-inference/Thu, 06 May 2021 14:07:00 +0200http://biaslab.org/publication/chance-constrained-active-inference/Application of the free energy principle to estimation and controlhttp://biaslab.org/publication/application-free-energy-principle/Tue, 22 Oct 2019 14:50:37 +0100http://biaslab.org/publication/application-free-energy-principle/Simulating Active Inference Processes by Message Passinghttp://biaslab.org/publication/simulating-active-inference/Thu, 28 Mar 2019 16:37:31 +0200http://biaslab.org/publication/simulating-active-inference/A Factor Graph Approach to Automated Design of Bayesian Signal Processing Algorithmshttp://biaslab.org/publication/factor-graph-bayesian-signal-processing/Tue, 01 Jan 2019 14:50:37 +0100http://biaslab.org/publication/factor-graph-bayesian-signal-processing/A factor graph description of deep temporal active inferencehttp://biaslab.org/publication/a-factor-graph-description-of-active-inference/Wed, 18 Oct 2017 00:00:00 +0000http://biaslab.org/publication/a-factor-graph-description-of-active-inference/The graphical brain: Belief propagation and active inferencehttp://biaslab.org/publication/the-graphical-brain/Fri, 07 Jul 2017 00:00:00 +0000http://biaslab.org/publication/the-graphical-brain/A Probabilistic Modeling Approach to Hearing Loss Compensationhttp://biaslab.org/publication/probabilistic-hearing-loss-compensation/Thu, 10 Nov 2016 16:37:31 +0200http://biaslab.org/publication/probabilistic-hearing-loss-compensation/