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İsmail Şenöz

Observed names: Ismail Senoz, İsmal Şenöz, Şenöz, Ismail, Şenöz, İ, Şenöz, İsmail, Șenöz, Ismail
ORCID: 0000-0001-7355-2138
Observed ORCID: 0000-0001-7355-2138
OpenAlex ID: A5077888111
Variational Message Passing and Local Constraint Manipulation in Factor Graphs
2021 · İsmail Şenöz, Thijs van de Laar, et al. · Entropy · 37
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Online Variational Message Passing in the Hierarchical Gaussian Filter
2018 · Ismail Senoz, Bert de Vries · Machine learning for signal processing ... · 12
Chance-Constrained Active Inference
2021 · Thijs van de Laar, İsmail Şenöz, et al. · Neural Computation · 8
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Message Passing-Based Inference in the Gamma Mixture Model
2021 · Albert Podusenko, Bart van Erp, et al. · Machine learning for signal processing ... · 6
Online Message Passing-based Inference in the Hierarchical Gaussian Filter
2020 · İsmail Şenöz, Bert de Vries · IEEE International Symposium on Information Theory (ISIT) · 6
Probabilistic programming with stochastic variational message passing
2022 · Semih Akbayrak, İsmail Şenöz, et al. · International Journal of Approximate Reasoning · 5
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Multi-Agent Trajectory Planning with NUV Priors
2024 · Bart van Erp, Dmitry Bagaev, et al. · Proceedings of the ... American Control Conference/Proceedings of the American Control Conference · 4
Efficient Model Evidence Computation in Tree-structured Factor Graphs
2022 · Hoang M.H. Nguyen, Bart van Erp, et al. · SiPS ... design and implementation - IEEE Workshop on Signal Processing Systems · 4
The Switching Hierarchical Gaussian Filter
2021 · İsmail Şenöz, Albert Podusenko, et al. · IEEE International Symposium on Information Theory (ISIT) · 4
Bayesian joint state and parameter tracking in autoregressive models
2020 · İsmail Şenöz, Albert Podusenko, et al. · TU/e Research Portal · 4
ForneyLab: a toolbox for biologically plausible free energy minimization in dynamic neural models
2018 · Thijs van de Laar, Marco Cox, et al. · TU/e Research Portal · 3
A Factor Graph Approach to Variational Sparse Gaussian Processes
2025 · Hoang Minh Huu Nguyen, İsmal Şenöz, et al. · IEEE Open Journal of Signal Processing · 2
Message Passing-based System Identification for NARMAX Models
2022 · Albert Podusenko, Semih Akbayrak, et al. · IEEE Conference on Decision and Control (CDC) · 2
Message Passing-based Inference in Switching Autoregressive Models
2022 · Albert Podusenko, Bart van Erp, et al. · European Signal Processing Conference (EUSIPCO) · 2
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Variational Log-Power Spectral Tracking for Acoustic Signals
2021 · Bart van Erp, Ismail Senoz, et al. · IEEE Statistical Signal Processing Workshop (SSP) · 2
Composing Non-Conjugate Factor Graphs with Closed-Form Variational Inference
2026 · Lukashchuk, Mykola, Yemets, Kyrylo, et al. · TU/e Research Portal · 1
ExponentialFamilyManifolds.jl: Representing exponential families as Riemannian manifolds
2025 · Mykola Lukashchuk, Dmitry Bagaev, et al. · JuliaCon Proceedings · 1
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Gaussian Process Amplitude Demodulation By Message-Passing
2023 · Hoang H.M. Nguyen, İsmail Şenöz, et al. · Machine learning for signal processing ... · 1
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Efficient Bayesian Inference By Conjugate-Computation Variational Message Passing
2023 · Mykola Lukashchuk, İsmail Şenöz, et al. · Machine learning for signal processing ... · 1
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Adaptive Importance Sampling Message Passing
2022 · Semih Akbayrak, İsmail Şenöz, et al. · IEEE International Symposium on Information Theory (ISIT) · 1
Information Geometry of Message Passing
2026 · Lukashchuk, Mykola, Yemets, Kyrylo, et al. · arXiv (Cornell University)
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A Factor Graph Approach to Scalable Multi-Output Gaussian Process Regression
2026 · Nuijten, Wouter W. L., van Pelt, Esther G., et al. · arXiv (Cornell University)
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The Quotient Bayesian Learning Rule
2025 · Mykola Lukashchuk, Raphaël Trésor, et al. · neural information processing systems
Q-conjugate Message Passing for Efficient Bayesian Inference
2024 · Lukashchuk, Mykola, Şenöz, Ismail, et al. · TU/e Research Portal
Works count: 30
Citation count: 108
H-index: 5
I10-index: 2
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