17 citations · 65 across the 26 of their papers we have counts for
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cs.DS2015
The Limitations of Optimization from Samples
Eric Balkanski, Aviad Rubinstein, Yaron Singer
In this paper we consider the following question: can we optimize objective functions from the training data we use to learn them? We formalize this question through a novel framew…
cs.GT2015★ 2 cited
Bayesian Budget Feasibility with Posted Pricing
Eric Balkanski, Jason D. Hartline
We consider the problem of budget feasible mechanism design proposed by Singer (2010), but in a Bayesian setting. A principal has a public value for hiring a subset of the agents a…