Titlebook: Machine Learning and Knowledge Discovery in Databases; European Conference, Michele Berlingerio,Francesco Bonchi,Georgiana Ifr Conference p

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Nyström-SGD: Fast Learning of Kernel-Classifiers with Conditioned Stochastic Gradient Descentxploiting the low-rank structure of a Nyström kernel approximation. Our experiments suggest that the Nyström-SGD enables us to rapidly train high-accuracy classifiers for large-scale classification tasks. Code related to this paper is available at: ..

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Conference proceedings 2019overy in Databases, ECML PKDD 2018, held in Dublin, Ireland, in September 2018. . The total of 131 regular papers presented in part I and part II was carefully reviewed and selected from 535 submissions; there are 52 papers in the applied data science, nectar and demo track. .The contributions were

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LAVE

VC-Dimension Based Generalization Bounds for Relational Learning domain elements (i.e. it is the full substructure induced by these elements). Within this setting, we study bounds on the error of sufficient statistics of relational models that are estimated on the available data. As our main result, we prove a bound based on a variant of the Vapnik-Chervonenkis dimension which is suitable for relational data.

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978-3-030-10927-1Springer Nature Switzerland AG 2019

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Machine Learning and Knowledge Discovery in Databases978-3-030-10928-8Series ISSN 0302-9743 Series E-ISSN 1611-3349

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不可磨灭

CODA

Kijung Shin,Jisu Kim,Bryan Hooi,Christos Faloutsosd Ergebnisse • Prävention von Mobbing.Die Autorin.M.A. Melanie Burger studierte Sozialpädagogik an der Karl-Franzens-Universität Graz und arbeitet derzeit als Erzieherin an einer Privatschule in Graz. .978-3-658-28682-8978-3-658-28683-5Series ISSN 2512-1081 Series E-ISSN 2512-109X

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