Projects per year
Personal profile
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):
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SDG 3 Good Health and Well-being
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Dive into the research topics where Wouter W.L. Nuijten is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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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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TKI-HTSM/21.0161/2112P09 Auto-AR: Automated Situated Design of Augmented Hearing Reality Algorithms
de Vries, A. (Project Manager), Podusenko, A. (Project member), Bagaev, D. (Project member), Nguyen, H. M. H. (Project member), Lukashchuk, M. (Project member), Nuijten, W. W. L. (Project member), van der Plas, F. (Project member) & Șenöz, I. (Project member)
1/10/21 → 30/09/26
Project: Third tier
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A Message Passing Realization of Expected Free Energy Minimization
Nuijten, W. W. L., Lukashchuk, M., van de Laar, T. & de Vries, B., 28 Jan 2026, arXiv.org, 25 p.Research output: Working paper › Preprint › Professional
Open AccessFile18 Downloads (Pure) -
A Message Passing Realization of Expected Free Energy Minimization
Nuijten, W. W. L. (Corresponding author), Lukashchuk, M., van de Laar, T. & de Vries, B., 1 Apr 2026, Active Inference: 6th International Workshop, IWAI 2025, Montreal, QC, Canada, October 15–17, 2025, Revised Selected Papers. Albarracin, M., Benrimoh, D., Buckley, C. L., Verbelen, T., Lanillos, P., Pitliya, R. J., Shimazaki, H., Stoianov, I. P. & Wisse, M. (eds.). Cham: Springer, p. 75-98 24 p. (Communications in Computer and Information Science (CCIS); vol. 2857).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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A Probabilistic Generative Model for Spectral Speech Enhancement
Hidalgo Araya, M. D. (Corresponding author), Trésor, R. V., van Erp, B., Nuijten, W. W. L., van de Laar, T. W. & de Vries, A., 21 May 2026, In: IEEE Open Journal of Signal Processing. 7, p. 591-611 21 p., 11532965.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile9 Downloads (Pure) -
Expected Free Energy-based Planning as Variational Inference
Nuijten, W. W. L., van de Laar, T. W. & Vries, de, A., 2 Jun 2026, In: Transactions on Machine Learning Research. 2026, May, 26 p., 7296.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile19 Downloads (Pure) -
Message passing-based inference in an autoregressive active inference agent
Kouw, W. M. (Corresponding author), Nisslbeck, T. & Nuijten, W. W. L., 1 Apr 2026, Active Inference: 6th International Workshop, IWAI 2025, Montreal, QC, Canada, October 15–17, 2025, Revised Selected Papers. Albarracin, M., Verbelen, T., Benrimoh, D., Buckley, C. L., Lanillos, P., Pitliya, R. J., Shimazaki, H., Stoianov, I. P. & Wisse, M. (eds.). Cham: Springer, p. 285-298 14 p. (Communications in Computer and Information Science (CCIS); vol. 2857).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open Access
Courses
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Bayesian machine learning and information processing
Nuijten, W. W. L., de Vries, A., Kouw, W. & van der Plas, F. 1/09/19 → 31/08/26
Course
Thesis
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Human Keypoint Estimation Using Semantic Segmentation in Videos
Nuijten, W. W. L. (Author), Postma, E. (Supervisor 1), 2019Student thesis: Bachelor
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Parameterizing Markov Networks using Graph Neural Networks for Trackster Pruning at the CERN CMS High-Granularity Calorimeter
Nuijten, W. W. L. (Author), Menkovski, V. (Supervisor 1), Pantaleo, F. (External coach), Rovere, M. (External coach), Gouskos, L. (External coach) & Qu, H. (External coach), 30 Apr 2022Student thesis: Master
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