On combining machine learning with decision making

On combining machine learning with decision making

We present a new application and covering number bound for the framework of "Machine Learning with Operational Costs (MLOC)," which is an exploratory form of decision theory. The MLOC framework incorporates knowledge about how a predictive model will be used for a subsequent task, thus com...

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Bibliographic Details
Main Authors: Tulabandhula, Theja (Contributor), Rudin, Cynthia (Contributor)
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory (Contributor), Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science (Contributor), Sloan School of Management (Contributor)
Format: Article
Language:English
Published: Springer US, 2016-06-16T21:04:26Z.
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