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Bart van Erp

Observed names: B. van Erp, BART VAN ERP, Bart Van Erp, Van Erp, Bart, van Erp, Bart, van Erp, Bart; id_orcid 0000-0002-5619-7071
ORCID: 0000-0002-5619-7071
Observed ORCID: 0000-0002-5619-7071
OpenAlex ID: A5088106677
Deep Convolutional Long Short-Term Memory Network for Fetal Heart Rate Extraction
2020 · E. Fotiadou, M. Xu, et al. · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · 18
Active Inference and Epistemic Value in Graphical Models
2022 · Thijs van de Laar, Magnus Koudahl, et al. · Frontiers in Robotics and AI · 11
A Bayesian Modeling Approach to Situated Design of Personalized Soundscaping Algorithms
2021 · Bart van Erp, Albert Podusenko, et al. · Applied Sciences · 8
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Principled Pruning of Bayesian Neural Networks through Variational Free Energy Minimization
2023 · Jim Beckers, Bart Van Erp, et al. · IEEE Open Journal of Signal Processing · 7
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AIDA: An Active Inference-Based Design Agent for Audio Processing Algorithms
2022 · Albert Podusenko, Bart van Erp, et al. · Frontiers in Signal Processing · 7
Message Passing-Based Inference in the Gamma Mixture Model
2021 · Albert Podusenko, Bart van Erp, et al. · Machine learning for signal processing ... · 6
ReactiveMP.jl: A Julia package for reactive variational Bayesian inference
2022 · Dmitry Bagaev, Bart van Erp, et al. · Software Impacts · 5
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Multi-Agent Trajectory Planning with NUV Priors
2024 · Bart van Erp, Dmitry Bagaev, et al. · Proceedings of the ... American Control Conference/Proceedings of the American Control Conference · 4
Efficient Model Evidence Computation in Tree-structured Factor Graphs
2022 · Hoang M.H. Nguyen, Bart van Erp, et al. · SiPS ... design and implementation - IEEE Workshop on Signal Processing Systems · 4
Hybrid Inference with Invertible Neural Networks in Factor Graphs
2022 · Bart van Erp, Bert de Vries · European Signal Processing Conference (EUSIPCO) · 2
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Message Passing-based Inference in Switching Autoregressive Models
2022 · Albert Podusenko, Bart van Erp, et al. · European Signal Processing Conference (EUSIPCO) · 2
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Variational Log-Power Spectral Tracking for Acoustic Signals
2021 · Bart van Erp, Ismail Senoz, et al. · IEEE Statistical Signal Processing Workshop (SSP) · 2
Message Passing-Based Bayesian Control of a Cart-Pole System
2024 · Sepideh Adamiat, Wouter M. Kouw, et al. · Communications in computer and information science · 1
Online Structure Learning with Dirichlet Processes Through Message Passing
2024 · Bart van Erp, Wouter W. L. Nuijten, et al. · Communications in computer and information science · 1
Automating Model Comparison in Factor Graphs
2023 · Bart van Erp, Wouter W. L. Nuijten, et al. · Entropy · 1
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A Probabilistic Generative Model for Spectral Speech Enhancement Codebase
2026 · Hidalgo-Araya, Marco, RAPHAEL TRESOR, et al. · Code Ocean
A Probabilistic Generative Model for Spectral Speech Enhancement
2026 · Marco Hidalgo-Araya, Raphaël Trésor, et al. · IEEE Open Journal of Signal Processing
Improved Depth Estimation of Bayesian Neural Networks
2024 · van Erp, Bart, de Vries, Bert · arXiv (Cornell University)
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Context-Aware Preference Learning System Based on Dirichlet Process Gaussian Mixture Model
2024 · Xianbo Xu, Bart van Erp, et al. · IEEE International Conference on Acoustics Speech and Signal Processing
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Works count: 26
Citation count: 90
H-index: 6
I10-index: 3
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