| Extended variational message passing for automated approximate Bayesian inference S Akbayrak, I Bocharov, B de Vries Entropy 23 (7), 815, 2021 | 12 | 2021 |
| Reparameterization gradient message passing S Akbayrak, B de Vries 2019 27th European Signal Processing Conference (EUSIPCO), 1-5, 2019 | 7 | 2019 |
| Sum conditioned Poisson factorization G Çapan, S Akbayrak, TY Ceritli, AT Cemgil Latent Variable Analysis and Signal Separation: 14th International …, 2018 | 4 | 2018 |
| 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 | 2 | 2022 |
| 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 | 2 | 2022 |
| 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 | 2 | 2021 |
| Adaptive Importance Sampling Message Passing S Akbayrak, İ Şenöz, B de Vries 2022 IEEE International Symposium on Information Theory (ISIT), 1199-1204, 2022 | 1 | 2022 |
| 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 |
