Online variational Message Passing in the Hierarchical Gaussian filter. - Ismail Senöz; Bert de Vries (MLSP, 2018)

Online Message Passing-based Inference in the Hierarchical Gaussian Filter. - Ismail Senöz; Bert de Vries (ISIT, 2020)

Bayesian joint state and parameter tracking in autoregressive models. - Ismail Senöz; Albert Podusenko; Wouter M. Kouw; Bert de Vries (L4DC, 2020)

The Switching Hierarchical Gaussian Filter. - Ismail Senöz; Albert Podusenko; Semih Akbayrak; Christoph Mathys; Bert de Vries (ISIT, 2021)

Message Passing-Based Inference in the Gamma Mixture Model. - Albert Podusenko; Bart van Erp; Dmitry Bagaev; Ismail Senöz; Bert de Vries (MLSP, 2021)

Variational Log-Power Spectral Tracking for Acoustic Signals. - Bart van Erp; Ismail Senöz; Bert de Vries (SSP, 2021)

Variational Message Passing and Local Constraint Manipulation in Factor Graphs. - Ismail Senöz; Thijs van de Laar; Dmitry Bagaev; Bert de Vries (Entropy, 2021)

Chance-Constrained Active Inference. - Thijs van de Laar; Ismail Senöz; Ayça Özçelikkale; Henk Wymeersch (Neural Comput., 2021)

Message Passing-based System Identification for NARMAX Models. - Albert Podusenko; Semih Akbayrak; Ismail Senöz; Maarten Schoukens; Wouter M. Kouw (CDC, 2022)

Message Passing-based Inference in Switching Autoregressive Models. - Albert Podusenko; Bart van Erp; Dmitry Bagaev; Ismail Senöz; Bert de Vries (EUSIPCO, 2022)

Adaptive Importance Sampling Message Passing. - Semih Akbayrak; Ismail Senöz; Bert de Vries (ISIT, 2022)

Efficient Model Evidence Computation in Tree-structured Factor Graphs. - Hoang M. H. Nguyen; Bart van Erp; Ismail Senöz; Bert de Vries (SiPS, 2022)

Probabilistic programming with stochastic variational message passing. - Semih Akbayrak; Ismail Senöz; Alp Sari; Bert de Vries (Int. J. Approx. Reason., 2022)

Efficient Bayesian Inference By Conjugate-Computation Variational Message Passing. - Mykola Lukashchuk; Ismail Senöz; Bert de Vries (MLSP, 2023)

Gaussian Process Amplitude Demodulation By Message-Passing. - Hoang M. H. Nguyen; Ismail Senöz; Bert de Vries (MLSP, 2023)

Multi-Agent Trajectory Planning with NUV Priors. - Bart van Erp; Dmitry Bagaev; Albert Podusenko; Ismail Senöz; Bert de Vries (ACC, 2024)

Q-conjugate Message Passing for Efficient Bayesian Inference. - Mykola Lukashchuk; Ismail Senöz; Bert de Vries (PGM, 2024)