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Anupam Gupta, Martin Pál, R. Ravi, Amitabh Sinha. Sampling and Cost-Sharing: Approximation Algorithms for Stochastic Optimization Problems. SIAM Journal on Computing, 40(5):1361-1401, 2011. [doi]
Abstract is missing.