Bart van Erp

21 papers C 1Misc 1Journal 10Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Probabilistic Generative Model for Spectral Speech Enhancement.
CoRR
Marco D. Hidalgo-Araya, Raphael Tresor, Bart van Erp, Wouter W. L. Nuijten, Thijs van de Laar, Bert de Vries
2025 J jnl
Expected Free Energy-based Planning as Variational Inference.
CoRR
Bert de Vries, Wouter W. L. Nuijten, Thijs van de Laar, Wouter M. Kouw, Sepideh Adamiat, Tim Nisslbeck, Mykola Lukashchuk, Hoang Minh Huu Nguyen, Marco D. Hidalgo-Araya, Raphael Tresor, Thijs Jenneskens, Ivana Nikoloska, Raaja Ganapathy Subramanian, Bart van Erp, Dmitry Bagaev, Albert Podusenko
2024 Misc conf
Context-Aware Preference Learning System Based on Dirichlet Process Gaussian Mixture Model.
ICASSP
Xianbo Xu, Bart van Erp, Tanya Ignatenko
2024 J jnl
Improved Depth Estimation of Bayesian Neural Networks.
CoRR
Bart van Erp, Bert de Vries
2024 — conf
Message Passing-Based Bayesian Control of a Cart-Pole System.
IWAI
Sepideh Adamiat, Wouter M. Kouw, Bart van Erp, Bert de Vries
2024 C conf
Multi-Agent Trajectory Planning with NUV Priors.
ACC
Bart van Erp, Dmitry Bagaev, Albert Podusenko, Ismail Senöz, Bert de Vries
2024 — conf
Online Structure Learning with Dirichlet Processes Through Message Passing.
IWAI
Bart van Erp, Wouter W. L. Nuijten, Bert de Vries
2023 J jnl
Automating Model Comparison in Factor Graphs.
CoRR
Bart van Erp, Wouter W. L. Nuijten, Thijs van de Laar, Bert de Vries
2023 J jnl
Automating Model Comparison in Factor Graphs.
Entropy
Bart van Erp, Wouter W. L. Nuijten, Thijs van de Laar, Bert de Vries
2022 J jnl
Active Inference and Epistemic Value in Graphical Models.
Frontiers Robotics AI
Thijs van de Laar, Magnus T. Koudahl, Bart van Erp, Bert de Vries
2022 — conf
Efficient Model Evidence Computation in Tree-structured Factor Graphs.
SiPS
Hoang M. H. Nguyen, Bart van Erp, Ismail Senöz, Bert de Vries
2022 — conf
Hybrid Inference with Invertible Neural Networks in Factor Graphs.
EUSIPCO
Bart van Erp, Bert de Vries
2022 — conf
Message Passing-based Inference in Switching Autoregressive Models.
EUSIPCO
Albert Podusenko, Bart van Erp, Dmitry Bagaev, Ismail Senöz, Bert de Vries
2022 — conf
Online Single-Microphone Source Separation using Non-Linear Autoregressive Models.
PGM
Bart van Erp, Bert de Vries
2022 J jnl
Principled Pruning of Bayesian Neural Networks through Variational Free Energy Minimization.
CoRR
Jim Beckers, Bart van Erp, Ziyue Zhao, Kirill Kondrashov, Bert de Vries
2022 J jnl
ReactiveMP.jl: A Julia package for reactive variational Bayesian inference.
Softw. Impacts
Dmitry Bagaev, Bart van Erp, Albert Podusenko, Bert de Vries
2021 J jnl
AIDA: An Active Inference-based Design Agent for Audio Processing Algorithms.
CoRR
Albert Podusenko, Bart van Erp, Magnus T. Koudahl, Bert de Vries
2021 J jnl
Active Inference and Epistemic Value in Graphical Models.
CoRR
Thijs van de Laar, Magnus T. Koudahl, Bart van Erp, Bert de Vries
2021 — conf
Message Passing-Based Inference in the Gamma Mixture Model.
MLSP
Albert Podusenko, Bart van Erp, Dmitry Bagaev, Ismail Senöz, Bert de Vries
2021 — conf
Variational Log-Power Spectral Tracking for Acoustic Signals.
SSP
Bart van Erp, Ismail Senöz, Bert de Vries
2020 — conf
Deep Convolutional Long Short-Term Memory Network for Fetal Heart Rate Extraction.
EMBC
Eleni Fotiadou, Mengzhu Xu, Bart van Erp, Ruud J. G. van Sloun, Rik Vullings