Open AccessNoisy Submodular Maximization via Adaptive Sampling with Applications to Crowdsourced Image Collection Summarization
Author(s) -
Adish Singla,
Sebastian Tschiatschek,
Andreas Krause
Publication year - 2016
Publication title -
proceedings of the ... aaai conference on artificial intelligence
Language(s) - English
Resource type - Journals
eISSN - 2374-3468
pISSN - 2159-5399
DOI - 10.1609/aaai.v30i1.10207
Subject(s) - submodular set function , automatic summarization , computer science , function (biology) , maximization , set (abstract data type) , crowdsourcing , adaptive sampling , cardinality (data modeling) , image (mathematics) , pairwise comparison , sampling (signal processing) , data mining , artificial intelligence , machine learning , mathematical optimization , mathematics , computer vision , statistics , filter (signal processing) , evolutionary biology , world wide web , monte carlo method , biology , programming language