Projects per year
Personal profile
Academic background
After completing his pre-university education (VWO) in 5 years at the Willem van Oranje college in Waalwijk, Bart started studying Electrical Engineering in 2015 at the Eindhoven University of Technology in the Netherlands. Here he received his BSc. degree with distinction cum laude in 2018, followed by his MSc. degree with distinction cum laude and with honors in 2020, supported by the ALSP scholarship. During his study he completed an internship on functional MRI imaging at the Consiglio Nazionale delle Ricerche in Pisa, Italy, and graduated at GN Hearing on situated hearing aid algorithm design which preceded the work outlined in this dissertation. Alongside his studies Bart was actively involved in education, where he supported numerous courses for on average 0.3 FTE.
Directly after his studies in 2020, Bart joined the Signal Processing Systems (SPS) group at the Eindhoven University of Technology as a PhD candidate - teaching assistant, where he conducted his work on automated Bayesian hearing aid design in the Bayesian Autonomous Intelligent Systems lab (BIASlab) under supervision of prof.dr.ir. Bert de Vries.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Electrical engineering, Master, Electrical Engineering
Sept 2018 → Sept 2020
Electrical engineering, Bachelor, Electrical Engineering
Sept 2015 → Aug 2018
External positions
Product Lead and Co-Founder, Lazy Dynamics B.V.
12 May 2023 → …
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Collaborations and top research areas from the last five years
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Projects
- 1 Active
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CoHear: Hearing Care Collaborative Hearing Device Design
van der Hagen, D. (Project communication officer), de Vries, A. (Project Manager), van de Laar, T. W. (Project member), Șenöz, I. (Project member), Akbayrak, S. (Project member), van Erp, B. (Project member), Lukashchuk, M. (Project member), Podusenko, A. (Project member), Kouw, W. (Project member), Bagaev, D. (Project member), Nisslbeck, T. (Project member) & Adamiat, S. (Project member)
2/01/17 → 1/07/25
Project: Third tier
Research output
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Automated Bayesian Hearing Aid Design
van Erp, B., 12 Jun 2025, Eindhoven: Eindhoven University of Technology. 264 p.Research output: Thesis › Phd Thesis 1 (Research TU/e / Graduation TU/e)
Open AccessFile95 Downloads (Pure) -
Expected Free Energy-based Planning as Variational Inference
de Vries, B., Nuijten, W., van de Laar, T., Kouw, W., Adamiat, S., Nisslbeck, T., Lukashchuk, M., Nguyen, H. M. H., Hidalgo Araya, M., Trésor, R., Jenneskens, T., Nikoloska, I., Subramanian, R., van Erp, B., Bagaev, D. & Podusenko, A., 21 Apr 2025, arXiv.org, 16 p.Research output: Working paper › Preprint › Academic
Open AccessFile9 Downloads (Pure) -
Context-Aware Preference Learning System Based on Dirichlet Process Gaussian Mixture Model
Xu, X., Erp, B. V. & Ignatenko, T., 18 Mar 2024, ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Institute of Electrical and Electronics Engineers, p. 6805-6809 5 p. 10448188Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile15 Downloads (Pure) -
Improved Depth Estimation of Bayesian Neural Networks
van Erp, B. & de Vries, B., 15 Oct 2024, arXiv.org, 8 p.Research output: Working paper › Preprint › Academic
Open AccessFile10 Downloads (Pure) -
Message Passing-based Bayesian Control of a Cart-Pole System
Adamiat, S. (Corresponding author), Kouw, W. M., van Erp, B. & de Vries, A., 31 Dec 2024, Active Inference: 5th International Workshop, IWAI 2024, Oxford, UK, September 9–11, 2024, Revised Selected Papers. Buckley, C. L., Cialfi, D., Lanillos, P., Pitliya, R. J., Sajid, N., Shimazaki, H., Verbelen, T. & Wisse, M. (eds.). Springer Nature, p. 209-221 12 p. 14. (Communications in Computer and Information Science (CCIS); vol. 2193).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile61 Downloads (Pure)
Datasets
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ReactiveMP.jl demo v1.3.2
Bagaev, D. (Creator), Podusenko, A. (Creator) & van Erp, B. (Creator), Code Ocean, 7 Apr 2022
DOI: 10.24433/co.6922539.v1, https://codeocean.com/capsule/2362117/tree/v1
Dataset