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06/19/2020
Neural Program Synthesis with a Differentiable Fixer
We present a new program synthesis approach that combines an encoder-dec...
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06/27/2019
Fast Training of Sparse Graph Neural Networks on Dense Hardware
Graph neural networks have become increasingly popular in recent years d...
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10/04/2017
Differentially Private Database Release via Kernel Mean Embeddings
We lay theoretical foundations for new database release mechanisms that ...
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06/13/2017
Lost Relatives of the Gumbel Trick
The Gumbel trick is a method to sample from a discrete probability distr...
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06/16/2016