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Semih Akbayrak
Semih Akbayrak
Unknown affiliation
Verified email at tue.nl
Title
Cited by
Cited by
Year
Extended variational message passing for automated approximate Bayesian inference
S Akbayrak, I Bocharov, B de Vries
Entropy 23 (7), 815, 2021
122021
Reparameterization gradient message passing
S Akbayrak, B de Vries
2019 27th European Signal Processing Conference (EUSIPCO), 1-5, 2019
72019
Sum conditioned Poisson factorization
G Çapan, S Akbayrak, TY Ceritli, AT Cemgil
Latent Variable Analysis and Signal Separation: 14th International …, 2018
42018
Message passing-based system identification for narmax models
A Podusenko, S Akbayrak, İ Şenöz, M Schoukens, WM Kouw
2022 IEEE 61st Conference on Decision and Control (CDC), 7309-7314, 2022
22022
Probabilistic programming with stochastic variational message passing
S Akbayrak, İ Şenöz, A Sarı, B de Vries
International Journal of Approximate Reasoning 148, 235-252, 2022
22022
Adaptive Importance Sampling Message Passing
S Akbayrak, İ Şenöz, B de Vries
2022 IEEE International Symposium on Information Theory (ISIT), 1199-1204, 2022
12022
The Switching Hierarchical Gaussian Filter
İ Şenöz, A Podusenko, S Akbayrak, C Mathys, B de Vries
2021 IEEE International Symposium on Information Theory (ISIT), 1373-1378, 2021
12021
Towards Universal Probabilistic Programming with Message Passing on Factor Graphs
S Akbayrak
2023
Gaussian Process-based Amortization of Variational Message Passing Update Rules
HMH Nguyen, S Akbayrak, MT Koudahl, B de Vries
2022 30th European Signal Processing Conference (EUSIPCO), 1517-1521, 2022
2022
Adaptive Optimizer Design for Constrained Variational Inference
A Sarı, S Akbayrak, I Senöz, B de Vries
Pre-Proceedings of the 2022 Symposium on Information Theory and Signal …, 2022
2022
Tensor decomposition models for knowledge graphs
S Akbayrak
Fen Bilimleri Enstitüsü, 2018
2018
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Articles 1–11