Semih Akbayrak

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 8

Top Topics

Message Passing

Top Venues

Int. J. Approx. Reason.

Publications

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)
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, Semih Akbayrak, Magnus T. Koudahl, Bert de Vries
Gaussian Process-based Amortization of Variational Message Passing Update Rules. EUSIPCO (2022)
Ismail Senöz, Albert Podusenko, Semih Akbayrak, Christoph Mathys, Bert de Vries
The Switching Hierarchical Gaussian Filter. ISIT (2021)
Semih Akbayrak, Ivan Bocharov, Bert de Vries
Extended Variational Message Passing for Automated Approximate Bayesian Inference. Entropy 23 (7) (2021)
Semih Akbayrak, Bert de Vries
Reparameterization Gradient Message Passing. EUSIPCO (2019)
Gökhan Çapan, Semih Akbayrak, Taha Yusuf Ceritli, Ali Taylan Cemgil
Sum Conditioned Poisson Factorization. LVA/ICA (2018)