Jason Poulos

Postdoctoral Associate,
Duke University and SAMSI

CV

Research

GitHub

Google Scholar

Research

Articles

Character-Based Handwritten Text Transcription with Attention Networks.
(with Rafael Valle). Neural Computing & Applications, n.d.
[Code]

Estimating Population Average Treatment Effects from Experiments with Noncompliance.
(with Kellie Ottoboni). Journal of Causal Inference, 2020.
[arXiv] [Code]

Land Lotteries, Long-Term Wealth, and Political Selection. Public Choice, 2019.
[Code]

Missing Data Imputation for Supervised Learning.
(with Rafael Valle). Applied Artificial Intelligence, 2018.
[arXiv] [Supplementary Material] [Code]

Preprints

RNN-Based Counterfactual Prediction, with an Application to Homestead Policy and Public Schooling.
(with Shuxi Zeng) [Code]

Adversarial Machine Learning: Perspectives from Adversarial Risk Analysis.
(with David Rios Insua, Roi Naveiro, and Victor Gallego).

State-Building through Public Land Disposal? An Application of Matrix Completion for Counterfactual Prediction.
[Supporting Materials] [Code]

Bowie_Blackstar_8