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Ismail Senöz
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Journal Articles
- 2022
- [j3]Semih Akbayrak, Ismail Senöz, Alp Sari, Bert de Vries:
Probabilistic programming with stochastic variational message passing. Int. J. Approx. Reason. 148: 235-252 (2022) - 2021
- [j2]Ismail Senöz, Thijs van de Laar, Dmitry Bagaev, Bert de Vries:
Variational Message Passing and Local Constraint Manipulation in Factor Graphs. Entropy 23(7): 807 (2021) - [j1]Thijs van de Laar, Ismail Senöz, Ayça Özçelikkale, Henk Wymeersch:
Chance-Constrained Active Inference. Neural Comput. 33(10): 2710-2735 (2021)
Conference and Workshop Papers
- 2023
- [c12]Mykola Lukashchuk, Ismail Senöz, Bert de Vries:
Efficient Bayesian Inference By Conjugate-Computation Variational Message Passing. MLSP 2023: 1-6 - [c11]Hoang M. H. Nguyen, Ismail Senöz, Bert de Vries:
Gaussian Process Amplitude Demodulation By Message-Passing. MLSP 2023: 1-6 - 2022
- [c10]Albert Podusenko, Semih Akbayrak, Ismail Senöz, Maarten Schoukens, Wouter M. Kouw:
Message Passing-based System Identification for NARMAX Models. CDC 2022: 7309-7314 - [c9]Albert Podusenko, Bart van Erp, Dmitry Bagaev, Ismail Senöz, Bert de Vries:
Message Passing-based Inference in Switching Autoregressive Models. EUSIPCO 2022: 1497-1501 - [c8]Semih Akbayrak, Ismail Senöz, Bert de Vries:
Adaptive Importance Sampling Message Passing. ISIT 2022: 1199-1204 - [c7]Hoang M. H. Nguyen, Bart van Erp, Ismail Senöz, Bert de Vries:
Efficient Model Evidence Computation in Tree-structured Factor Graphs. SiPS 2022: 1-6 - 2021
- [c6]Ismail Senöz, Albert Podusenko, Semih Akbayrak, Christoph Mathys, Bert de Vries:
The Switching Hierarchical Gaussian Filter. ISIT 2021: 1373-1378 - [c5]Albert Podusenko, Bart van Erp, Dmitry Bagaev, Ismail Senöz, Bert de Vries:
Message Passing-Based Inference in the Gamma Mixture Model. MLSP 2021: 1-6 - [c4]Bart van Erp, Ismail Senöz, Bert de Vries:
Variational Log-Power Spectral Tracking for Acoustic Signals. SSP 2021: 311-315 - 2020
- [c3]Ismail Senöz, Bert de Vries:
Online Message Passing-based Inference in the Hierarchical Gaussian Filter. ISIT 2020: 2676-2681 - [c2]Ismail Senöz, Albert Podusenko, Wouter M. Kouw, Bert de Vries:
Bayesian joint state and parameter tracking in autoregressive models. L4DC 2020: 95-104 - 2018
- [c1]Ismail Senöz, Bert de Vries:
Online variational Message Passing in the Hierarchical Gaussian filter. MLSP 2018: 1-6
Informal and Other Publications
- 2021
- [i1]Thijs van de Laar, Ismail Senöz, Ayça Özçelikkale, Henk Wymeersch:
Chance-Constrained Active Inference. CoRR abs/2102.08792 (2021)
Coauthor Index
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