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Patrick Vossler
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Asymptotic properties of high-dimensional random forests
CM Chi, P Vossler, Y Fan, J Lv
The Annals of Statistics 50 (6), 3415-3438, 2022
342022
Dimension-free average treatment effect inference with deep neural networks
X Du, Y Fan, J Lv, T Sun, P Vossler
arXiv preprint arXiv:2112.01574, 2021
52021
Optimal nonparametric inference with two-scale distributional nearest neighbors
E Demirkaya, Y Fan, L Gao, J Lv, P Vossler, J Wang
Journal of the American Statistical Association 119 (545), 297-307, 2024
22024
Estimating and Implementing Conventional Fairness Metrics With Probabilistic Protected Features
H Elzayn, E Black, P Vossler, N Jo, J Goldin, DE Ho
arXiv preprint arXiv:2310.01679, 2023
12023
ODTlearn: A Package for Learning Optimal Decision Trees for Prediction and Prescription
P Vossler, S Aghaei, N Justin, N Jo, A Gómez, P Vayanos
arXiv preprint arXiv:2307.15691, 2023
12023
Deploying a Robust Active Preference Elicitation Algorithm on MTurk: Experiment Design, Interface, and Evaluation for COVID-19 Patient Prioritization
CM Johnston, P Vossler, S Blessenohl, P Vayanos
Proceedings of the 3rd ACM Conference on Equity and Access in Algorithms …, 2023
2023
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