Learning Reductions that Really Work

9 Feb 2015  ·  Alina Beygelzimer, Hal Daumé III, John Langford, Paul Mineiro ·

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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