Asymptotic properties of high-dimensional random forests CM Chi, P Vossler, Y Fan, J Lv The Annals of Statistics 50 (6), 3415-3438, 2022 | 34 | 2022 |
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 | 5 | 2021 |
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 | 2 | 2024 |
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 | 1 | 2023 |
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 | 1 | 2023 |
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 |