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pro vyhledávání: '"Bencz��r, Andr��s A."'
When processing data streams with highly skewed and nonstationary key distributions, we often observe overloaded partitions when the hash partitioning fails to balance data correctly. To avoid slow tasks that delay the completion of the whole stage o
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::c2f12deca0ee696ce5fc4d960f095274
Hierarchical neural networks are exponentially more efficient than their corresponding "shallow" counterpart with the same expressive power, but involve huge number of parameters and require tedious amounts of training. By approximating the tangent s
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::64535fc0fe3d3988cc612c6b91c2f91e
http://arxiv.org/abs/1912.09306
http://arxiv.org/abs/1912.09306
Hierarchical neural networks are exponentially more efficient than their corresponding "shallow" counterpart with the same expressive power, but involve huge number of parameters and require tedious amounts of training. Our main idea is to mathematic
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::64b0993ef5a6bfcd54872e984d4946b3
http://arxiv.org/abs/1807.06630
http://arxiv.org/abs/1807.06630
The area of online machine learning in big data streams covers algorithms that are (1) distributed and (2) work from data streams with only a limited possibility to store past data. The first requirement mostly concerns software architectures and eff
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https://explore.openaire.eu/search/publication?articleId=doi_dedup___::63beabf6b1a190c10b10dceb4cd4915b
http://arxiv.org/abs/1802.05872
http://arxiv.org/abs/1802.05872
We analyze the fine-grained connections between the average degree and the power-law degree distribution exponent in growing information networks. Our starting observation is a power-law degree distribution with a decreasing exponent and increasing a
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https://explore.openaire.eu/search/publication?articleId=doi_________::e7109ff153fa8aa5eda36b12a33588ad
Several recent results show the influence of social contacts to spread certain properties over the network, but others question the methodology of these experiments by proposing that the measured effects may be due to homophily or a shared environmen
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::7c79b7349b5a8f3fb8ef0dfbb6f24ae0
The email is used daily by millions of people to communicate around the globe and it is a mission-critical application for many businesses. Over the last decade, unsolicited bulk email has become a major problem for email users. An overwhelming amoun
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::ba1d91140a7bbd0c1d1c46e2e9777110