128 citations · 128 across the 1 of their papers we have counts for
2 papers
stat.ME2020
Estimating Optimal Treatment Rules with an Instrumental Variable: A Partial Identification Learning Approach
Hongming Pu, Bo Zhang
Individualized treatment rules (ITRs) are considered a promising recipe to deliver better policy interventions. One key ingredient in optimal ITR estimation problems is to estimate…
cs.LG2017★ 128 cited
The Expressive Power of Neural Networks: A View from the Width
Zhou Lu, Hongming Pu, Feicheng Wang +2
The expressive power of neural networks is important for understanding deep learning. Most existing works consider this problem from the view of the depth of a network. In this pap…