Learning Reductions that Really Work

Alina Beygelzimer , Hal Daum\'e III , John Langford , Paul Mineiro

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classification 💻 cs.LG

keywords learningproblemsreductionsaddressapproachbroadlyclasscomputational

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We provide a summary of the mathematical and computational techniques that have enabled learning reductions to effectively address a wide class of problems, and show that this approach to solving machine learning problems can be broadly useful.

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Learning Reductions that Really Work

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