Training a Subsampling Mechanism in Expectation

Add code
Apr 08, 2017
Colin Raffel, Dieterich Lawson
Figure 1 for Training a Subsampling Mechanism in Expectation
Figure 2 for Training a Subsampling Mechanism in Expectation
Figure 3 for Training a Subsampling Mechanism in Expectation
Figure 4 for Training a Subsampling Mechanism in Expectation

Share this with someone who'll enjoy it:

Twitter IconFacebook IconLinkedin IconWhatsapp IconMessenger Icon

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.

* Camera-ready version. Includes additional figures in an appendix  
View paper onarxiv icon

Share this with someone who'll enjoy it:

Twitter IconFacebook IconLinkedin IconWhatsapp IconMessenger Icon