| Variational message passing and local constraint manipulation in factor graphs İ Şenöz, T van de Laar, D Bagaev, B de Vries Entropy 23 (7), 807, 2021 | 27 | 2021 |
| Online variational message passing in the hierarchical Gaussian filter İ Şenöz, B De Vries 2018 IEEE 28th International Workshop on Machine Learning for Signal …, 2018 | 17 | 2018 |
| Chance-constrained active inference T van de Laar, İ Şenöz, A Özçelikkale, H Wymeersch Neural Computation 33 (10), 2710-2735, 2021 | 8 | 2021 |
| Message passing-based inference in the Gamma mixture model A Podusenko, B van Erp, D Bagaev, İ Şenöz, B de Vries 2021 IEEE 31st International Workshop on Machine Learning for Signal …, 2021 | 6 | 2021 |
| Online message passing-based inference in the hierarchical gaussian filter İ Şenöz, B de Vries 2020 IEEE International Symposium on Information Theory (ISIT), 2676-2681, 2020 | 6 | 2020 |
| ForneyLab: a toolbox for biologically plausible free energy minimization in dynamic neural models T van de Laar, M Cox, I Senoz, I Bocharov, B de Vries Conference on Complex Systems, 2018 | 5 | 2018 |
| 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 | 4 | 2021 |
| Bayesian joint state and parameter tracking in autoregressive models I Senoz, A Podusenko, WM Kouw, B Vries Learning for Dynamics and Control, 95-104, 2020 | 4 | 2020 |
| 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 | 3 | 2022 |
| Efficient Model Evidence Computation in Tree-structured Factor Graphs HMH Nguyen, B van Erp, İ Şenöz, B de Vries 2022 IEEE Workshop on Signal Processing Systems (SiPS), 1-6, 2022 | 3 | 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 | 3 | 2022 |
| Efficient Bayesian Inference By Conjugate-Computation Variational Message Passing M Lukashchuk, İ Şenöz, B de Vries 2023 IEEE 33rd International Workshop on Machine Learning for Signal …, 2023 | 1 | 2023 |
| Message passing-based inference in switching autoregressive models A Podusenko, B van Erp, D Bagaev, B de Vries 2022 30th European Signal Processing Conference (EUSIPCO), 1497-1501, 2022 | 1 | 2022 |
| 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 |
| Message Passing Algorithms for Hierarchical Dynamical Models İ Şenöz Eindhoven University of Technology, 2022 | 1 | 2022 |
| Variational Log-Power Spectral Tracking for Acoustic Signals B van Erp, İ Şenöz, B de Vries 2021 IEEE Statistical Signal Processing Workshop (SSP), 311-315, 2021 | 1 | 2021 |
| Q-conjugate Message Passing for Efficient Bayesian Inference M Lukashchuk, I Senöz, B de Vries International Conference on Probabilistic Graphical Models, 295-311, 2024 | | 2024 |
| Multi-Agent Trajectory Planning with NUV Priors B van Erp, D Bagaev, A Podusenko, İ Şenöz, B de Vries 2024 American Control Conference (ACC), 2766-2771, 2024 | | 2024 |
| Gaussian Process Amplitude Demodulation By Message-Passing HHM Nguyen, İ Şenöz, B de Vries 2023 IEEE 33rd International Workshop on Machine Learning for Signal …, 2023 | | 2023 |
| 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 |
Albert PodusenkoEindhoven University of Technology, Lazy DynamicsVerified email at tue.nl