125 citations · 238 across the 12 of their papers we have counts for
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cs.MS2017★ 14 cited
Tangent: Automatic Differentiation Using Source Code Transformation in Python
Bart van Merriënboer, Alexander B. Wiltschko, Dan Moldovan
Automatic differentiation (AD) is an essential primitive for machine learning programming systems. Tangent is a new library that performs AD using source code transformation (SCT)…
stat.ML2017★ 7 cited
Multiscale sequence modeling with a learned dictionary
Bart van Merriënboer, Amartya Sanyal, Hugo Larochelle +1
We propose a generalization of neural network sequence models. Instead of predicting one symbol at a time, our multi-scale model makes predictions over multiple, potentially overla…