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Bogdan L. Kozyrskiy
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2020 – today
- 2023
- [b1]Bogdan L. Kozyrskiy:
Exploring the Intersection of Bayesian Deep Learning and Gaussian Processes. (Explorer l'intersection entre l'apprentissage profond bayésien et les processus gaussiens). Sorbonne University, Paris, France, 2023 - [j1]Egor I. Chetkin
, Sergei L. Shishkin
Bayesian Opportunities for Brain-Computer Interfaces: Enhancement of the Existing Classification Algorithms and Out-of-Domain Detection. Algorithms 16(9): 429 (2023) - [c9]Bogdan L. Kozyrskiy, Dimitrios Milios, Maurizio Filippone:
Imposing Functional Priors on Bayesian Neural Networks. ICPRAM 2023: 450-457 - 2022
- [c8]Bogdan L. Kozyrskiy, Dimitrios Milios, Maurizio Filippone:
Variational Bootstrap for Classification. KES 2022: 1222-1231 - [c7]Davit Gogolashvili, Bogdan L. Kozyrskiy, Maurizio Filippone:
Locally Smoothed Gaussian Process Regression. KES 2022: 2717-2726 - [i1]Davit Gogolashvili, Bogdan L. Kozyrskiy, Maurizio Filippone:
Locally Smoothed Gaussian Process Regression. CoRR abs/2210.09998 (2022)
2010 – 2019
- 2019
- [c6]Darisy G. Zhao
An expectation-based EEG marker for the selection of moving objects with gaze. GBCIC 2019 - 2018
- [c5]Bogdan L. Kozyrskiy, Anastasia O. Ovchinnikova, Alena D. Moskalenko, Boris M. Velichkovsky, Sergei L. Shishkin
Classification of the gaze fixations in the eye-brain-computer interface paradigm with a compact convolutional neural network. BICA 2018: 293-299 - [c4]Bogdan L. Kozyrskiy, Anastasia O. Ovchinnikova, Sergei L. Shishkin
Estimating Similarity Between Individual EEG Datasets Using a Convolutional Neural Network. SMC 2018: 96-101 - 2017
- [c3]Alexander G. Trofimov, Sergei L. Shishkin
A Greedy Feature Selection Algorithm for Brain-Computer Interface Classification Committees. BICA 2017: 488-493 - [c2]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:
Passive Detection of feedback Expectation: towards Fluent Hybrid eye-brain-Computer Interfaces. GBCIC 2017 - [c1]Yuri O. Nuzhdin, Sergei L. Shishkin
The Expectation Based Eye-Brain-Computer Interface: An Attempt of Online Test. BCIforReal@IUI 2017: 39-42
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