Approximation of classifiers by deep perceptron networks von Kůrková, Věra, Sanguineti, Marcello

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Some insights from high-dimensional spheres: Comment on “The unreasonable effectiveness of small neural ensembles in high-dimensional brain” by Alexander N. Gorban et al von Kůrková, Věra

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Constructive lower bounds on model complexity of shallow perceptron networks von Kůrková, Věra

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Probabilistic lower bounds for approximation by shallow perceptron networks von Kůrková, Věra, Sanguineti, Marcello

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Limitations of shallow networks representing finite mappings von Kůrková, Věra

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Correlations of random classifiers on large data sets von Kůrková, Věra, Sanguineti, Marcello

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Model complexities of shallow networks representing highly varying functions von Kůrková, Věra, Sanguineti, Marcello

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Complexity estimates based on integral transforms induced by computational units von KURKOVA, Vera

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Some Comparisons of Linear and Deep ReLU Network Approximation von Kůrková, Věra

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Approximation of Binary-Valued Functions by Networks of Finite VC Dimension von Kůrková, Věra

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Guest editorial: Adaptive and natural computing algorithms von Kůrková, Věra

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Approximative compactness of linear combinations of characteristic functions von Kainen, Paul C., Kůrková, Věra, Vogt, Andrew

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Artificial Neural Networks and Machine Learning - ICANN 2019: Workshop and Special Sessions : 28th International Conference on Artificial Neural Networks, Munich, Germany, Septembe... von Tetko, Igor V, Kurkova, Vera, Karpov, Pavel, Theis, Fabian

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Artificial Neural Networks and Machine Learning - ICANN 2018: 27th International Conference on Artificial Neural Networks, Rhodes, Greece, October 4-7, 2018, Proceedings, Part I von Kůrková, Věra, Manolopoulos, Yannis, Hammer, Barbara, Iliadis, Lazaros, Maglogiannis, Ilias

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Artificial Neural Networks and Machine Learning - ICANN 2018: 27th International Conference on Artificial Neural Networks, Rhodes, Greece, October 4-7, 2018, Proceedings, Part III von Kůrková, Věra, Manolopoulos, Yannis, Hammer, Barbara, Iliadis, Lazaros, Maglogiannis, Ilias

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Artificial Neural Networks and Machine Learning - ICANN 2018: 27th International Conference on Artificial Neural Networks, Rhodes, Greece, October 4-7, 2018, Proceedings, Part II von Kůrková, Věra, Manolopoulos, Yannis, Hammer, Barbara, Iliadis, Lazaros, Maglogiannis, Ilias

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Artificial Neural Networks and Machine Learning - ICANN 2019: Theoretical Neural Computation : 28th International Conference on Artificial Neural Networks, Munich, Germany, Septemb... von Tetko, Igor V, Kurkova, Vera, Karpov, Pavel, Theis, Fabian

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Complexity of Shallow Networks Representing Finite Mappings von Kůrková, Věra

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Probabilistic Bounds for Approximation by Neural Networks von Kůrková, Věra

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Some comparisons of complexity in dictionary-based and linear computational models von Gnecco, Giorgio, Kůrková, Věra, Sanguineti, Marcello

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