4.3k citations · 8.6k across the 159 of their papers we have counts for
Showing 2016Show all
2 papers · 1 filter
cs.LG2016★ 191 cited
Input Convex Neural Networks
Brandon Amos, Lei Xu, J. Zico Kolter
This paper presents the input convex neural network architecture. These are scalar-valued (potentially deep) neural networks with constraints on the network parameters such that th…
stat.ME2016★ 9 cited
The Multiple Quantile Graphical Model
Alnur Ali, J. Zico Kolter, Ryan J. Tibshirani
We introduce the Multiple Quantile Graphical Model (MQGM), which extends the neighborhood selection approach of Meinshausen and Buhlmann for learning sparse graphical models. The l…