Bart van Erp

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 15

Top Topics

Message Passing

Acoustic Signal

Variational Bayesian Inference

Top Venues

Publications

Xianbo Xu, Bart van Erp, Tanya Ignatenko
Context-Aware Preference Learning System Based on Dirichlet Process Gaussian Mixture Model. ICASSP (2024)
Bart van Erp, Wouter W. L. Nuijten, Thijs van de Laar, Bert de Vries
Automating Model Comparison in Factor Graphs. CoRR (2023)
Bart van Erp, Wouter W. L. Nuijten, Thijs van de Laar, Bert de Vries
Automating Model Comparison in Factor Graphs. Entropy 25 (8) (2023)
Dmitry Bagaev, Bart van Erp, Albert Podusenko, Bert de Vries
ReactiveMP.jl: A Julia package for reactive variational Bayesian inference. Softw. Impacts 12 (2022)
Bart van Erp, Bert de Vries
Online Single-Microphone Source Separation using Non-Linear Autoregressive Models. PGM (2022)
Albert Podusenko, Bart van Erp, Dmitry Bagaev, Ismail Senöz, Bert de Vries
Message Passing-based Inference in Switching Autoregressive Models. EUSIPCO (2022)
Bart van Erp, Bert de Vries
Hybrid Inference with Invertible Neural Networks in Factor Graphs. EUSIPCO (2022)
Hoang M. H. Nguyen, Bart van Erp, Ismail Senöz, Bert de Vries
Efficient Model Evidence Computation in Tree-structured Factor Graphs. SiPS (2022)
Thijs van de Laar, Magnus T. Koudahl, Bart van Erp, Bert de Vries
Active Inference and Epistemic Value in Graphical Models. Frontiers Robotics AI 9 (2022)
Jim Beckers, Bart van Erp, Ziyue Zhao, Kirill Kondrashov, Bert de Vries
Principled Pruning of Bayesian Neural Networks through Variational Free Energy Minimization. CoRR (2022)
Albert Podusenko, Bart van Erp, Magnus T. Koudahl, Bert de Vries
AIDA: An Active Inference-based Design Agent for Audio Processing Algorithms. CoRR (2021)
Bart van Erp, Ismail Senöz, Bert de Vries
Variational Log-Power Spectral Tracking for Acoustic Signals. SSP (2021)
Thijs van de Laar, Magnus T. Koudahl, Bart van Erp, Bert de Vries
Active Inference and Epistemic Value in Graphical Models. CoRR (2021)
Albert Podusenko, Bart van Erp, Dmitry Bagaev, Ismail Senöz, Bert de Vries
Message Passing-Based Inference in the Gamma Mixture Model. MLSP (2021)
Eleni Fotiadou, Mengzhu Xu, Bart van Erp, Ruud J. G. van Sloun, Rik Vullings
Deep Convolutional Long Short-Term Memory Network for Fetal Heart Rate Extraction. EMBC (2020)