Projects per year
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Dive into the research topics where Semih Akbayrak is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Projects
- 1 Active
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CoHear: Hearing Care Collaborative Hearing Device Design
de Vries, A., van de Laar, T. W., Șenöz, I., Akbayrak, S., Podusenko, A., Bagaev, D., van Erp, B., van der Hagen, D., van der Hagen, D., Lukashchuk, M., de Vries, A. & Adamiat, S.
2/01/17 → 30/09/24
Project: Research direct
Research output
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Message passing-based system identification for NARMAX models
Podusenko, A., Akbayrak, S., Șenöz, I., Schoukens, M. & Kouw, W. M., 10 Jan 2023, 2022 IEEE 61st Conference on Decision and Control (CDC). Institute of Electrical and Electronics Engineers, p. 7309-7314 6 p. 9992891Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
3 Downloads (Pure) -
Towards Universal Probabilistic Programming with Message Passing on Factor Graphs
Akbayrak, S., 20 Jan 2023, Eindhoven: Eindhoven University of Technology. 156 p.Research output: Thesis › Phd Thesis 1 (Research TU/e / Graduation TU/e)
Open AccessFile61 Downloads (Pure) -
Adaptive Importance Sampling Message Passing
Akbayrak, S., Şenöz, I. & de Vries, B., 3 Aug 2022, 2022 IEEE International Symposium on Information Theory, ISIT 2022. Institute of Electrical and Electronics Engineers, p. 1199-1204 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
1 Citation (Scopus)1 Downloads (Pure) -
Gaussian Process-based Amortization of Variational Message Passing Update Rules
Nguyen, H., Akbayrak, S., Koudahl, M. & de Vries, B., 18 Oct 2022, 2022 30th European Signal Processing Conference (EUSIPCO). Institute of Electrical and Electronics Engineers, p. 1517-1521 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile26 Downloads (Pure) -
Probabilistic programming with stochastic variational message passing
Akbayrak, S., Şenöz, İ., Sarı, A. & de Vries, B., Sept 2022, In: International Journal of Approximate Reasoning. 148, p. 235-252 18 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile1 Citation (Scopus)41 Downloads (Pure)