Scalable Algorithms for Data and Network Analysis

Foundations and Trends in Theoretical Computer Science, Volume 12, Issue 1-2, 2016, Pages 1-274.

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Keywords:
Theoretical Computer ScienceWeb ScienceMachine LearningInformation RetrievalAlgorithmic game theoryMore(24+)

Abstract:

In the age of Big Data, efficient algorithms are now in higher demandmore than ever before. While Big Data takes us into the asymptoticworld envisioned by our pioneers, it also challenges the classical notionof efficient algorithms: Algorithms that used to be considered efficient,according to polynomial-time characterization, may no longe...More

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