Bart van Erp

According to our database, Bart van Erp authored at least 12 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Automating Model Comparison in Factor Graphs.

Bart van Erp, Wouter W. L. Nuijten, Thijs van de Laar, Bert de Vries

Entropy, August, 2023

2022

ReactiveMP.jl: A Julia package for reactive variational Bayesian inference.

Dmitry Bagaev, Bart van Erp, Albert Podusenko, Bert de Vries

Softw. Impacts, 2022

Active Inference and Epistemic Value in Graphical Models.

Thijs van de Laar, Magnus T. Koudahl, Bart van Erp, Bert de Vries

Frontiers Robotics AI, 2022

Principled Pruning of Bayesian Neural Networks through Variational Free Energy Minimization.

Jim Beckers, Bart van Erp, Ziyue Zhao, Kirill Kondrashov, Bert de Vries

CoRR, 2022

Efficient Model Evidence Computation in Tree-structured Factor Graphs.

Hoang M. H. Nguyen, Bart van Erp, Ismail Senöz, Bert de Vries

Proceedings of the IEEE Workshop on Signal Processing Systems, 2022

Online Single-Microphone Source Separation using Non-Linear Autoregressive Models.

Bart van Erp, Bert de Vries

Proceedings of the International Conference on Probabilistic Graphical Models, 2022

Message Passing-based Inference in Switching Autoregressive Models.

Albert Podusenko, Bart van Erp, Dmitry Bagaev, Ismail Senöz, Bert de Vries

Proceedings of the 30th European Signal Processing Conference, 2022

Hybrid Inference with Invertible Neural Networks in Factor Graphs.

Bart van Erp, Bert de Vries

Proceedings of the 30th European Signal Processing Conference, 2022

2021

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

Albert Podusenko, Bart van Erp, Magnus T. Koudahl, Bert de Vries

CoRR, 2021

Variational Log-Power Spectral Tracking for Acoustic Signals.

Bart van Erp, Ismail Senöz, Bert de Vries

Proceedings of the IEEE Statistical Signal Processing Workshop, 2021

Message Passing-Based Inference in the Gamma Mixture Model.

Albert Podusenko, Bart van Erp, Dmitry Bagaev, Ismail Senöz, Bert de Vries

Proceedings of the 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP), 2021

2020

Deep Convolutional Long Short-Term Memory Network for Fetal Heart Rate Extraction.

Eleni Fotiadou, Mengzhu Xu, Bart van Erp, Ruud J. G. van Sloun, Rik Vullings

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020