Projects per year
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Dive into the research topics where Mykola Lukashchuk 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
- 2 Finished
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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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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
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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 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 AccessFile24 Downloads (Pure) -
Composing non-conjugate factor graphs with closed-form variational inference
Lukashchuk, M., Yemets, K., Kouw, W. M., Bagaev, D. V., Șenöz, I., Beck, J. & de Vries, A., Sept 2026, Proceedings of the 2nd International Conference on Probabilistic Numerics. Karvonen, T., Bosch, N., Cockayne, J., Gessner, A., Hennig, P. & Kouw, W. (eds.). PMLR, 22 p. (Proceedings of Machine Learning Research; vol. 341).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open Access -
Gaussian Variational Inference with Non-Gaussian Factors for State Estimation: A UWB Localization Case Study
Stirling, A. (Corresponding author), Lukashchuk, M., Bagaev, D., Kouw, W. M. & Forbes, J., Mar 2026, In: IEEE Robotics and Automation Letters. 11, 3, p. 2762-2769 8 p., 11347486.Research output: Contribution to journal › Letter › Academic › peer-review
Open AccessFile2 Link opens in a new tab Citations (Scopus)4 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 AccessFile79 Downloads (Pure)