Sum Conditioned Poisson Factorization. - Gökhan Çapan; Semih Akbayrak; Taha Yusuf Ceritli; Ali Taylan Cemgil (LVA/ICA, 2018)

Reparameterization Gradient Message Passing. - Semih Akbayrak; Bert de Vries (EUSIPCO, 2019)

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

Extended Variational Message Passing for Automated Approximate Bayesian Inference. - Semih Akbayrak; Ivan Bocharov; Bert de Vries (Entropy, 2021)

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

Gaussian Process-based Amortization of Variational Message Passing Update Rules. - Hoang M. H. Nguyen; Semih Akbayrak; Magnus T. Koudahl; Bert de Vries (EUSIPCO, 2022)

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

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