Hongming Pu

The expressive power of neural networks: a view from the width

Lu Zhou, Hongming Pu, Feicheng Wang et al. · Neural Information Processing Systems · 2017 · 445 citations

Artificial Intelligence, Expressive Power, Convolutional Neural Network +14

The Expressive Power of Neural Networks: A View from the Width

Lu Zhou, Hongming Pu, Feicheng Wang et al. · arXiv (Cornell University) · 2017 · 125 citations · Full text

Artificial Intelligence, Expressive Power, Convolutional Neural Network +14

Semiparametric Proximal Causal Inference

Yifan Cui, Hongming Pu, Xu Shi et al. · Journal of the American Statistical Association · 2023 · 40 citations · Full text

Estimating Optimal Treatment Rules with an Instrumental Variable: A Partial Identification Learning Approach

Hongming Pu, Bo Zhang · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2021 · 19 citations · Full text

Semiparametric Proximal Causal Inference

Yifan Cui, Hongming Pu, Xu Shi et al. · arXiv (Cornell University) · 2020 · 18 citations · Full text

Proximal Causal Inference, Treatment Effect, Applied Econometrics +18