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cs.DS2018
The Stochastic Score Classification Problem
Dimitrios Gkenosis, Nathaniel Grammel, Lisa Hellerstein +1
Consider the following Stochastic Score Classification Problem. A doctor is assessing a patient's risk of developing a certain disease, and can perform tests on the patient. Ea…
cs.DS2016
Scenario Submodular Cover
Nathaniel Grammel, Lisa Hellerstein, Devorah Kletenik +1
Many problems in Machine Learning can be modeled as submodular optimization problems. Recent work has focused on stochastic or adaptive versions of these problems. We consider the…