Training a Subsampling Mechanism in Expectation

February 22, 2017 ยท Declared Dead ยท ๐Ÿ› International Conference on Learning Representations

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Authors Colin Raffel, Dieterich Lawson arXiv ID 1702.06914 Category cs.LG: Machine Learning Citations 4 Venue International Conference on Learning Representations Last Checked 5 months ago
Abstract
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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