15 citations · 15 across the 1 of their papers we have counts for
4 papers
A Cryptoeconomic Traffic Analysis of Bitcoin's Lightning Network
Ferenc Beres, Istvan Andras Seres, Andras A. Benczur
Lightning Network (LN) is designed to amend the scalability and privacy issues of Bitcoin. It's a payment channel network where Bitcoin transactions are issued off chain, onion rou…
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…
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…
Randomized Approximation Schemes for Cuts and Flows in Capacitated Graphs
Andras Benczur, David R. Karger
We improve on random sampling techniques for approximately solving problems that involve cuts and flows in graphs. We give a near-linear-time construction that transforms any graph…