Robust Budget Allocation via Continuous Submodular Functions

The optimal allocation of resources for maximizing influence, spread of information or coverage, has gained attention in the past years, in particular in machine learning and data mining. But in applications, the parameters of the problem are rarely known exactly, and using wrong parameters can lead...

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Bibliographische Detailangaben

Hauptverfasser:	Staib, Matthew, Jegelka, Stefanie
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Artificial Intelligence Computer Science - Data Structures and Algorithms Computer Science - Learning Computer Science - Social and Information Networks Mathematics - Optimization and Control
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