Ismail Senöz

18 papers B 3C 1Journal 4Unranked 10
YearRankTypeTitle / Venue / Authors
2024 C conf
Multi-Agent Trajectory Planning with NUV Priors.
ACC
Bart van Erp, Dmitry Bagaev, Albert Podusenko, Ismail Senöz, Bert de Vries
2024 — conf
Q-conjugate Message Passing for Efficient Bayesian Inference.
PGM
Mykola Lukashchuk, Ismail Senöz, Bert de Vries
2023 — conf
Efficient Bayesian Inference By Conjugate-Computation Variational Message Passing.
MLSP
Mykola Lukashchuk, Ismail Senöz, Bert de Vries
2023 — conf
Gaussian Process Amplitude Demodulation By Message-Passing.
MLSP
Hoang M. H. Nguyen, Ismail Senöz, Bert de Vries
2022 B conf
Adaptive Importance Sampling Message Passing.
ISIT
Semih Akbayrak, Ismail Senöz, Bert de Vries
2022 — conf
Efficient Model Evidence Computation in Tree-structured Factor Graphs.
SiPS
Hoang M. H. Nguyen, Bart van Erp, Ismail Senöz, Bert de Vries
2022 — conf
Message Passing-based Inference in Switching Autoregressive Models.
EUSIPCO
Albert Podusenko, Bart van Erp, Dmitry Bagaev, Ismail Senöz, Bert de Vries
2022 — conf
Message Passing-based System Identification for NARMAX Models.
CDC
Albert Podusenko, Semih Akbayrak, Ismail Senöz, Maarten Schoukens, Wouter M. Kouw
2022 J jnl
Probabilistic programming with stochastic variational message passing.
Int. J. Approx. Reason.
Semih Akbayrak, Ismail Senöz, Alp Sari, Bert de Vries
2021 J jnl
Chance-Constrained Active Inference.
CoRR
Thijs van de Laar, Ismail Senöz, Ayça Özçelikkale, Henk Wymeersch
2021 J jnl
Chance-Constrained Active Inference.
Neural Comput.
Thijs van de Laar, Ismail Senöz, Ayça Özçelikkale, Henk Wymeersch
2021 — conf
Message Passing-Based Inference in the Gamma Mixture Model.
MLSP
Albert Podusenko, Bart van Erp, Dmitry Bagaev, Ismail Senöz, Bert de Vries
2021 B conf
The Switching Hierarchical Gaussian Filter.
ISIT
Ismail Senöz, Albert Podusenko, Semih Akbayrak, Christoph Mathys, Bert de Vries
2021 — conf
Variational Log-Power Spectral Tracking for Acoustic Signals.
SSP
Bart van Erp, Ismail Senöz, Bert de Vries
2021 J jnl
Variational Message Passing and Local Constraint Manipulation in Factor Graphs.
Entropy
Ismail Senöz, Thijs van de Laar, Dmitry Bagaev, Bert de Vries
2020 — conf
Bayesian joint state and parameter tracking in autoregressive models.
L4DC
Ismail Senöz, Albert Podusenko, Wouter M. Kouw, Bert de Vries
2020 B conf
Online Message Passing-based Inference in the Hierarchical Gaussian Filter.
ISIT
Ismail Senöz, Bert de Vries
2018 — conf
Online variational Message Passing in the Hierarchical Gaussian filter.
MLSP
Ismail Senöz, Bert de Vries