7 Publikationen
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2018 | Bielefelder E-Dissertation | PUB-ID: 2916683Learning in the Model Space of Neural NetworksPUB | Datei
Aswolinskiy, Witali, Learning in the Model Space of Neural Networks. (). Bielefeld, 2018 -
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2907674Modeling of Parametrized Processes via Regression in the Model Space of Neural NetworksPUB
Aswolinskiy, Witali, Modeling of Parametrized Processes via Regression in the Model Space of Neural Networks. Neurocomputing (). , 2017 -
2017 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2914141Unsupervised Transfer Learning for Time Series via Self-Predictive Modelling - First ResultsPUB | PDF
Aswolinskiy, Witali, Unsupervised Transfer Learning for Time Series via Self-Predictive Modelling - First Results. Proceedings of the Workshop on New Challenges in Neural Computation (NC2) 03/2017 (). Bielefeld, 2017 -
2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2905368Time Series Classification in Reservoir- and Model-Space: A ComparisonPUB | DOI
Aswolinskiy, Witali, Time Series Classification in Reservoir- and Model-Space: A Comparison. Proceedings of the 7th IAPR Workshop on Artificial Neural Networks in Pattern Recognition (). , 2016 -
2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2900970Modelling of Parameterized Processes via Regression in the Model SpacePUB | PDF
Aswolinskiy, Witali, Modelling of Parameterized Processes via Regression in the Model Space. Proceedings of 24th European Symposium on Artificial Neural Networks (). , 2016 -
2016 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2905366Parameterized Pattern Generation via Regression in the Model Space of Echo State NetworksPUB | PDF
Aswolinskiy, Witali, Parameterized Pattern Generation via Regression in the Model Space of Echo State Networks. Proceedings of the Workshop on New Challenges in Neural Computation (). , 2016 -
2015 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2900720Impact of Regularization on the Model Space for Time Series ClassificationPUB | PDF
Aswolinskiy, Witali, Impact of Regularization on the Model Space for Time Series Classification. New Challenges in Neural Computation (NC2) (). , 2015