309 citations · 896 across the 12 of their papers we have counts for
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stat.ML2016★ 117 cited
Understanding intermediate layers using linear classifier probes
Guillaume Alain, Yoshua Bengio
Neural network models have a reputation for being black boxes. We propose to monitor the features at every layer of a model and measure how suitable they are for classification. We…
cs.SC2016
Theano: A Python framework for fast computation of mathematical expressions
The Theano Development Team, Rami Al-Rfou, Guillaume Alain +110
Theano is a Python library that allows to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. Since its introduction, it has bee…