Bogdan L. Kozyrskiy

13 papers B 3C 1Journal 3Unranked 5

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	EEG-Reptile: An Automatized Reptile-Based Meta-Learning Library for BCIs. CoRR Daniil A. Berdyshev, Artem M. Grachev, Sergei L. Shishkin, Bogdan L. Kozyrskiy
2023	J	`jnl`	Bayesian Opportunities for Brain-Computer Interfaces: Enhancement of the Existing Classification Algorithms and Out-of-Domain Detection. Algorithms Egor I. Chetkin, Sergei L. Shishkin, Bogdan L. Kozyrskiy
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
2023	C	`conf`	Imposing Functional Priors on Bayesian Neural Networks. ICPRAM Bogdan L. Kozyrskiy, Dimitrios Milios, Maurizio Filippone
2022	B	`conf`	Locally Smoothed Gaussian Process Regression. KES Davit Gogolashvili, Bogdan L. Kozyrskiy, Maurizio Filippone
2022	J	`jnl`	Locally Smoothed Gaussian Process Regression. CoRR Davit Gogolashvili, Bogdan L. Kozyrskiy, Maurizio Filippone
2022	B	`conf`	Variational Bootstrap for Classification. KES Bogdan L. Kozyrskiy, Dimitrios Milios, Maurizio Filippone
2019	—	`conf`	An expectation-based EEG marker for the selection of moving objects with gaze. GBCIC Darisy G. Zhao, Anatoly N. Vasilyev, Bogdan L. Kozyrskiy, Andrey V. Isachenko, Eugeny V. Melnichuk, Boris M. Velichkovsky, Sergei L. Shishkin
2018	—	`conf`	Classification of the gaze fixations in the eye-brain-computer interface paradigm with a compact convolutional neural network. BICA Bogdan L. Kozyrskiy, Anastasia O. Ovchinnikova, Alena D. Moskalenko, Boris M. Velichkovsky, Sergei L. Shishkin
2018	B	`conf`	Estimating Similarity Between Individual EEG Datasets Using a Convolutional Neural Network. SMC Bogdan L. Kozyrskiy, Anastasia O. Ovchinnikova, Sergei L. Shishkin
2017	—	`conf`	A Greedy Feature Selection Algorithm for Brain-Computer Interface Classification Committees. BICA Alexander G. Trofimov, Sergei L. Shishkin, Bogdan L. Kozyrskiy, Boris M. Velichkovsky
2017	—	`conf`	Passive Detection of feedback Expectation: towards Fluent Hybrid eye-brain-Computer Interfaces. GBCIC 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
2017	—	`conf`	The Expectation Based Eye-Brain-Computer Interface: An Attempt of Online Test. BCIforReal@IUI 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