| Almost-matching-exactly for treatment effect estimation under network interference U Awan, M Morucci, V Orlandi, S Roy, C Rudin, A Volfovsky International conference on artificial intelligence and statistics, 3252-3262, 2020 | 20 | 2020 |
| Density regression with Bayesian additive regression trees V Orlandi, J Murray, A Linero, A Volfovsky arXiv preprint arXiv:2112.12259, 2021 | 19 | 2021 |
| Adaptive hyper-box matching for interpretable individualized treatment effect estimation M Morucci, V Orlandi, S Roy, C Rudin, A Volfovsky Conference on Uncertainty in Artificial Intelligence, 1089-1098, 2020 | 15 | 2020 |
| Postoperative outcomes in infants undergoing ABO-incompatible heart transplantation in the United States D Chauhan, V Orlandi, TK Rajab, K Bedeir, A Volfovsky, S Mokashi The Annals of thoracic surgery 114 (5), 1746-1752, 2022 | 10 | 2022 |
| Sudeepa Roy, Cynthia Rudin, and Alexander Volfovsky. Adaptive hyper-box matching for interpretable individualized treatment effect estimation M Morucci, V Orlandi Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial …, 2020 | 9 | 2020 |
| Sparse and faithful explanations without sparse models Y Sun Duke University, 2024 | 6 | 2024 |
| A double machine learning approach to combining experimental and observational data M Morucci, V Orlandi, H Parikh, S Roy, C Rudin, A Volfovsky CoRR, 2023 | 6 | 2023 |
| A double machine learning approach to combining experimental and observational data H Parikh, M Morucci, V Orlandi, S Roy, C Rudin, A Volfovsky arXiv preprint arXiv:2307.01449, 2023 | 4 | 2023 |
| dame-flame: A python library providing fast interpretable matching for causal inference NR Gupta, V Orlandi, CR Chang, T Wang, M Morucci, P Dey, TJ Howell, ... arXiv preprint arXiv:2101.01867, 2021 | 3 | 2021 |
| dame-flame: A Python Package Providing Fast Interpretable Matching for Causal Inference NR Gupta, V Orlandi, CR Chang, T Wang, M Morucci, P Dey, TJ Howell, ... Journal of Statistical Software 113, 1-26, 2025 | | 2025 |
| A Double Machine Learning Approach for Combining Experimental and Observational Studies H Parikh, M Morucci, V Orlandi, S Roy, C Rudin, A Volfovsky Observational Studies 11 (3), 249-300, 2025 | | 2025 |
| Modeling Heterogeneity With Bayesian Additive Regression Trees V Orlandi Duke University, 2023 | | 2023 |
| AME: Interpretable Almost Exact Matching for Causal Inference H Jiang, T Howell, NR Gupta, V Orlandi, M Morucci, H Parikh, S Roy, ... NeurIPS 2021 Competitions and Demonstrations Track, 355-359, 2022 | | 2022 |
| Almost-Matching-Exactly for Treatment Effect Estimation under Network Interference M Usaid Awan, M Morucci, V Orlandi, S Roy, C Rudin, A Volfovsky arXiv e-prints, arXiv: 2003.00964, 2020 | | 2020 |
Alexander VolfovskyDuke UniversityVerified email at duke.edu
