Ismail Senöz

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 16

Top Topics

Sum Product Algorithm

Bayesian Inference

Gaussian Filter

Graphical Models

Top Venues

Publications

Hoang M. H. Nguyen, Ismail Senöz, Bert de Vries
Gaussian Process Amplitude Demodulation By Message-Passing. MLSP (2023)
Mykola Lukashchuk, Ismail Senöz, Bert de Vries
Efficient Bayesian Inference By Conjugate-Computation Variational Message Passing. MLSP (2023)
Albert Podusenko, Semih Akbayrak, Ismail Senöz, Maarten Schoukens, Wouter M. Kouw
Message Passing-based System Identification for NARMAX Models. CDC (2022)
Semih Akbayrak, Ismail Senöz, Bert de Vries
Adaptive Importance Sampling Message Passing. ISIT (2022)
Albert Podusenko, Bart van Erp, Dmitry Bagaev, Ismail Senöz, Bert de Vries
Message Passing-based Inference in Switching Autoregressive Models. EUSIPCO (2022)
Semih Akbayrak, Ismail Senöz, Alp Sari, Bert de Vries
Probabilistic programming with stochastic variational message passing. Int. J. Approx. Reason. 148 (2022)
Hoang M. H. Nguyen, Bart van Erp, Ismail Senöz, Bert de Vries
Efficient Model Evidence Computation in Tree-structured Factor Graphs. SiPS (2022)
Ismail Senöz, Albert Podusenko, Semih Akbayrak, Christoph Mathys, Bert de Vries
The Switching Hierarchical Gaussian Filter. ISIT (2021)
Ismail Senöz, Thijs van de Laar, Dmitry Bagaev, Bert de Vries
Variational Message Passing and Local Constraint Manipulation in Factor Graphs. Entropy 23 (7) (2021)
Thijs van de Laar, Ismail Senöz, Ayça Özçelikkale, Henk Wymeersch
Chance-Constrained Active Inference. CoRR (2021)
Bart van Erp, Ismail Senöz, Bert de Vries
Variational Log-Power Spectral Tracking for Acoustic Signals. SSP (2021)
Thijs van de Laar, Ismail Senöz, Ayça Özçelikkale, Henk Wymeersch
Chance-Constrained Active Inference. Neural Comput. 33 (10) (2021)
Albert Podusenko, Bart van Erp, Dmitry Bagaev, Ismail Senöz, Bert de Vries
Message Passing-Based Inference in the Gamma Mixture Model. MLSP (2021)
Ismail Senöz, Bert de Vries
Online Message Passing-based Inference in the Hierarchical Gaussian Filter. ISIT (2020)
Ismail Senöz, Albert Podusenko, Wouter M. Kouw, Bert de Vries
Bayesian joint state and parameter tracking in autoregressive models. L4DC (2020)
Ismail Senöz, Bert de Vries
Online variational Message Passing in the Hierarchical Gaussian filter. MLSP (2018)