<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Bart van Erp | BIASlab</title><link>http://biaslab.org/author/bart-van-erp/</link><atom:link href="http://biaslab.org/author/bart-van-erp/index.xml" rel="self" type="application/rss+xml"/><description>Bart van Erp</description><generator>Hugo Blox Builder (https://hugoblox.com)</generator><language>en-us</language><lastBuildDate>Thu, 12 Jun 2025 13:30:00 +0200</lastBuildDate><image><url>http://biaslab.org/author/bart-van-erp/avatar_hu_17de24351193ac04.jpg</url><title>Bart van Erp</title><link>http://biaslab.org/author/bart-van-erp/</link></image><item><title>Automated Bayesian Hearing Aid Design</title><link>http://biaslab.org/publication/automated_bayesian_hearing_aid/</link><pubDate>Thu, 12 Jun 2025 13:30:00 +0200</pubDate><guid>http://biaslab.org/publication/automated_bayesian_hearing_aid/</guid><description/></item><item><title>Improved Depth Estimation of Bayesian Neural Networks</title><link>http://biaslab.org/publication/improved-depth-estimation-of-bnns/</link><pubDate>Mon, 14 Oct 2024 09:00:00 +0200</pubDate><guid>http://biaslab.org/publication/improved-depth-estimation-of-bnns/</guid><description/></item><item><title>Message Passing-based Bayesian Control of a Cart-Pole System</title><link>http://biaslab.org/publication/message-passing-bayesian-control-cartpole/</link><pubDate>Wed, 11 Sep 2024 09:00:00 +0200</pubDate><guid>http://biaslab.org/publication/message-passing-bayesian-control-cartpole/</guid><description/></item><item><title>Online Structure Learning with Dirichlet Processes through Message Passing</title><link>http://biaslab.org/publication/online-structure-learning-dirichlet-processes-message-passing/</link><pubDate>Wed, 11 Sep 2024 09:00:00 +0200</pubDate><guid>http://biaslab.org/publication/online-structure-learning-dirichlet-processes-message-passing/</guid><description/></item><item><title>Multi-Agent Trajectory Planning with NUV Priors</title><link>http://biaslab.org/publication/multi-agent_trajectory_planning_nuv/</link><pubDate>Wed, 10 Jul 2024 00:00:00 +0000</pubDate><guid>http://biaslab.org/publication/multi-agent_trajectory_planning_nuv/</guid><description/></item><item><title>Context-aware preference learning system based on Dirichlet process Gaussian mixture model</title><link>http://biaslab.org/publication/context_aware_preference_learning/</link><pubDate>Mon, 18 Mar 2024 00:00:00 +0000</pubDate><guid>http://biaslab.org/publication/context_aware_preference_learning/</guid><description/></item><item><title>Principled Pruning of Bayesian Neural Networks through Variational Free Energy Minimization</title><link>http://biaslab.org/publication/principled_pruning_bnn/</link><pubDate>Wed, 29 Nov 2023 00:00:00 +0000</pubDate><guid>http://biaslab.org/publication/principled_pruning_bnn/</guid><description/></item><item><title>Automating model comparison in factor graphs</title><link>http://biaslab.org/publication/automating_model_comparison_in_ffgs/</link><pubDate>Sat, 29 Jul 2023 00:00:00 +0000</pubDate><guid>http://biaslab.org/publication/automating_model_comparison_in_ffgs/</guid><description/></item><item><title>Efficient Model Evidence Computation in Tree-structured Factor Graphs</title><link>http://biaslab.org/publication/efficient-model-evidence-computation-scalefactor/</link><pubDate>Fri, 04 Nov 2022 00:00:00 +0000</pubDate><guid>http://biaslab.org/publication/efficient-model-evidence-computation-scalefactor/</guid><description/></item><item><title>Online Single-Microphone Source Separation using Non-Linear Autoregressive Models</title><link>http://biaslab.org/publication/online-single-microphone-source-separation/</link><pubDate>Mon, 19 Sep 2022 00:00:00 +0000</pubDate><guid>http://biaslab.org/publication/online-single-microphone-source-separation/</guid><description/></item><item><title>Hybrid Inference with Invertible Neural Networks in Factor Graphs</title><link>http://biaslab.org/publication/hybrid-inference-inn/</link><pubDate>Fri, 02 Sep 2022 09:00:00 +0200</pubDate><guid>http://biaslab.org/publication/hybrid-inference-inn/</guid><description/></item><item><title>Message Passing-based Inference in Switching Autoregressive Models</title><link>http://biaslab.org/publication/mp-based-inference-in-swar/</link><pubDate>Fri, 02 Sep 2022 00:00:00 +0000</pubDate><guid>http://biaslab.org/publication/mp-based-inference-in-swar/</guid><description/></item><item><title>ReactiveMP.jl: A Julia package for reactive variational Bayesian inference</title><link>http://biaslab.org/publication/a-julia-package-for-reactive-variational-bayesian-inference/</link><pubDate>Sun, 01 May 2022 00:00:00 +0000</pubDate><guid>http://biaslab.org/publication/a-julia-package-for-reactive-variational-bayesian-inference/</guid><description/></item><item><title>Active Inference and Epistemic Value in Graphical Models</title><link>http://biaslab.org/publication/epistemic-value-graphical-models/</link><pubDate>Wed, 06 Apr 2022 09:00:00 +0200</pubDate><guid>http://biaslab.org/publication/epistemic-value-graphical-models/</guid><description/></item><item><title>AIDA: An active inference-Based design agent for audio processing algorithms</title><link>http://biaslab.org/publication/aida/</link><pubDate>Mon, 07 Mar 2022 00:00:00 +0000</pubDate><guid>http://biaslab.org/publication/aida/</guid><description/></item><item><title>Message Passing-Based Inference in the Gamma Mixture Model</title><link>http://biaslab.org/publication/mp-based-inference-in-gmm/</link><pubDate>Mon, 25 Oct 2021 00:00:00 +0000</pubDate><guid>http://biaslab.org/publication/mp-based-inference-in-gmm/</guid><description/></item><item><title>A Bayesian Modeling Approach to Situated Design of Personalized Soundscaping Algorithms</title><link>http://biaslab.org/publication/situated-soundscaping/</link><pubDate>Thu, 14 Oct 2021 11:37:31 +0200</pubDate><guid>http://biaslab.org/publication/situated-soundscaping/</guid><description/></item><item><title>Variational Log-Power Spectral Tracking for Acoustic Signals</title><link>http://biaslab.org/publication/variational_log-power_spectral_tracking/</link><pubDate>Tue, 13 Jul 2021 00:00:00 +0000</pubDate><guid>http://biaslab.org/publication/variational_log-power_spectral_tracking/</guid><description/></item></channel></rss>