Bogdan L. Kozyrskiy

According to our database, Bogdan L. Kozyrskiy authored at least 11 papers between 2017 and 2023.

Collaborative distances:

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

2023

Exploring the Intersection of Bayesian Deep Learning and Gaussian Processes. (Explorer l'intersection entre l'apprentissage profond bayésien et les processus gaussiens).

Bogdan L. Kozyrskiy

PhD thesis, 2023

Bayesian Opportunities for Brain-Computer Interfaces: Enhancement of the Existing Classification Algorithms and Out-of-Domain Detection.

Egor I. Chetkin, Sergei L. Shishkin, Bogdan L. Kozyrskiy

Algorithms, 2023

Imposing Functional Priors on Bayesian Neural Networks.

Bogdan L. Kozyrskiy, Dimitrios Milios, Maurizio Filippone

Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods, 2023

2022

Variational Bootstrap for Classification.

Bogdan L. Kozyrskiy, Dimitrios Milios, Maurizio Filippone

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022

Locally Smoothed Gaussian Process Regression.

Davit Gogolashvili, Bogdan L. Kozyrskiy, Maurizio Filippone

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022

2019

An expectation-based EEG marker for the selection of moving objects with gaze.

Darisy G. Zhao, Anatoly N. Vasilyev, Bogdan L. Kozyrskiy, Andrey V. Isachenko, Eugeny V. Melnichuk, Boris M. Velichkovsky, Sergei L. Shishkin

Proceedings of the 8th Graz Brain-Computer Interface Conference 2019, 2019

2018

Estimating Similarity Between Individual EEG Datasets Using a Convolutional Neural Network.

Bogdan L. Kozyrskiy, Anastasia O. Ovchinnikova, Sergei L. Shishkin

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Classification of the gaze fixations in the eye-brain-computer interface paradigm with a compact convolutional neural network.

Bogdan L. Kozyrskiy, Anastasia O. Ovchinnikova, Alena D. Moskalenko, Boris M. Velichkovsky, Sergei L. Shishkin

Proceedings of the Postproceedings of the 9th Annual International Conference on Biologically Inspired Cognitive Architectures, 2018

2017

The Expectation Based Eye-Brain-Computer Interface: An Attempt of Online Test.

Yuri O. Nuzhdin, Sergei L. Shishkin, Anastasia A. Fedorova, Alexander G. Trofimov, Evgeny P. Svirin, Bogdan L. Kozyrskiy, Alexei A. Medyntsev, Ignat A. Dubynin, Boris M. Velichkovsky

Proceedings of the 2017 ACM Workshop on An Application-oriented Approach to BCI out of the laboratory, 2017

Passive Detection of feedback Expectation: towards Fluent Hybrid eye-brain-Computer Interfaces.

Yuri O. Nuzhdin, Sergei L. Shishkin, Anastasia A. Fedorova, Bogdan L. Kozyrskiy, Alexei A. Medyntsev, Evgeny P. Svirin, Olesya V. Korsun, Ignat A. Dubynin, Alexander G. Trofimov, Boris M. Velichkovsky

Proceedings of the From Vision to Reality, 2017

A Greedy Feature Selection Algorithm for Brain-Computer Interface Classification Committees.

Alexander G. Trofimov, Sergei L. Shishkin, Bogdan L. Kozyrskiy, Boris M. Velichkovsky

Proceedings of the 8th Annual International Conference on Biologically Inspired Cognitive Architectures, 2017