11 citations · 12 across the 2 of their papers we have counts for
2 papers
cs.LG2018★ 11 cited
Understanding Weight Normalized Deep Neural Networks with Rectified Linear Units
Yixi Xu, Xiao Wang
This paper presents a general framework for norm-based capacity control for weight normalized deep neural networks. We establish the upper bound on the Rademacher complex…
stat.ML2017★ 1 cited
On the Statistical Efficiency of Compositional Nonparametric Prediction
Yixi Xu, Jean Honorio, Xiao Wang
In this paper, we propose a compositional nonparametric method in which a model is expressed as a labeled binary tree of nodes, where each node is either a summation, a mult…