37 citations · 90 across the 11 of their papers we have counts for
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cs.DS2020
Zuckerli: A New Compressed Representation for Graphs
Luca Versari, Iulia M. Comsa, Alessio Conte +1
Zuckerli is a scalable compression system meant for large real-world graphs. Graphs are notoriously challenging structures to store efficiently due to their linked nature, which ma…
cs.LG2020★ 2 cited
Intelligent Matrix Exponentiation
Thomas Fischbacher, Iulia M. Comsa, Krzysztof Potempa +3
We present a novel machine learning architecture that uses the exponential of a single input-dependent matrix as its only nonlinearity. The mathematical simplicity of this architec…