191 citations · 336 across the 4 of their papers we have counts for
Showing 2017 · cs.LGShow all
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cs.LG2017★ 60 cited
Deep Neural Networks as 0-1 Mixed Integer Linear Programs: A Feasibility Study
Matteo Fischetti, Jason Jo
Deep Neural Networks (DNNs) are very popular these days, and are the subject of a very intense investigation. A DNN is made by layers of internal units (or neurons), each of which…
cs.LG2017★ 191 cited
Measuring the tendency of CNNs to Learn Surface Statistical Regularities
Jason Jo, Yoshua Bengio
Deep CNNs are known to exhibit the following peculiarity: on the one hand they generalize extremely well to a test set, while on the other hand they are extremely sensitive to so-c…