191 citations · 336 across the 4 of their papers we have counts for
Showing 2017Show all
3 papers · 1 filter
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…
math.DG2017
The Calabi Conjecture
Rohit Jain, Jason Jo
In this essay we aim to explore the Geometric aspects of the Calabi Conjecture and highlight the techniques of nonlinear Elliptic PDE theory used by S.T. Yau [SY] in obtaining a so…