732 citations
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Showing 2017 · cs.LGShow all
2 papers · 2 filters
cs.LG2017★ 1 cited
Glass-Box Program Synthesis: A Machine Learning Approach
Konstantina Christakopoulou, Adam Tauman Kalai
Recently proposed models which learn to write computer programs from data use either input/output examples or rich execution traces. Instead, we argue that a novel alternative is t…
cs.LG2017★ 137 cited
Multi-Level Variational Autoencoder: Learning Disentangled Representations from Grouped Observations
Diane Bouchacourt, Ryota Tomioka, Sebastian Nowozin
We would like to learn a representation of the data which decomposes an observation into factors of variation which we can independently control. Specifically, we want to use minim…