activity
20162026
most citedIs a Single Embedding Enough? Learning Node Representations that Capture Multiple Social Contexts

109 citations · 266 across the 23 of their papers we have counts for

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Showing 2016Show all

2 papers · 1 filter

cs.DS2016

Submodular Optimization over Sliding Windows

Alessandro Epasto, Silvio Lattanzi, Sergei Vassilvitskii +1

Maximizing submodular functions under cardinality constraints lies at the core of numerous data mining and machine learning applications, including data diversification, data summa…

cs.DS2016★ 21 cited

TRIÈST: Counting Local and Global Triangles in Fully-dynamic Streams with Fixed Memory Size

Lorenzo De Stefani, Alessandro Epasto, Matteo Riondato +1

We present TRIÈST, a suite of one-pass streaming algorithms to compute unbiased, low-variance, high-quality approximations of the global and local (i.e., incident to each vertex) n…