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arxiv: 1702.06914 · v3 · pith:NOFGXBR6new · submitted 2017-02-22 · 💻 cs.LG

Training a Subsampling Mechanism in Expectation

classification 💻 cs.LG
keywords mechanismsubsamplingapproachbackpropagationcomputedescribediscussexpectation
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We describe a mechanism for subsampling sequences and show how to compute its expected output so that it can be trained with standard backpropagation. We test this approach on a simple toy problem and discuss its shortcomings.

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