26 citations · 64 across the 9 of their papers we have counts for
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cs.LG2018
Expressive power of outer product manifolds on feed-forward neural networks
Bálint Daróczy, Rita Aleksziev, András Benczúr
Hierarchical neural networks are exponentially more efficient than their corresponding "shallow" counterpart with the same expressive power, but involve huge number of parameters a…
cs.DC2018★ 26 cited
Online Machine Learning in Big Data Streams
András A. Benczúr, Levente Kocsis, Róbert Pálovics
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…