Semih Akbayrak

According to our database, Semih Akbayrak authored at least 8 papers between 2018 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Probabilistic programming with stochastic variational message passing.

Semih Akbayrak, Ismail Senöz, Alp Sari, Bert de Vries

Int. J. Approx. Reason., 2022

Adaptive Importance Sampling Message Passing.

Semih Akbayrak, Ismail Senöz, Bert de Vries

Proceedings of the IEEE International Symposium on Information Theory, 2022

Gaussian Process-based Amortization of Variational Message Passing Update Rules.

Hoang M. H. Nguyen, Semih Akbayrak, Magnus T. Koudahl, Bert de Vries

Proceedings of the 30th European Signal Processing Conference, 2022

Message Passing-based System Identification for NARMAX Models.

Albert Podusenko, Semih Akbayrak, Ismail Senöz, Maarten Schoukens, Wouter M. Kouw

Proceedings of the 61st IEEE Conference on Decision and Control, 2022

2021

Extended Variational Message Passing for Automated Approximate Bayesian Inference.

Semih Akbayrak, Ivan Bocharov, Bert de Vries

Entropy, 2021

The Switching Hierarchical Gaussian Filter.

Ismail Senöz, Albert Podusenko, Semih Akbayrak, Christoph Mathys, Bert de Vries

Proceedings of the IEEE International Symposium on Information Theory, 2021

2019

Reparameterization Gradient Message Passing.

Semih Akbayrak, Bert de Vries

Proceedings of the 27th European Signal Processing Conference, 2019

2018

Sum Conditioned Poisson Factorization.

Gökhan Çapan, Semih Akbayrak, Taha Yusuf Ceritli, Ali Taylan Cemgil

Proceedings of the Latent Variable Analysis and Signal Separation, 2018