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Vittorio Orlandi
Vittorio Orlandi
PhD Student, Duke University
Potvrđena adresa e-pošte na duke.edu
Naslov
Citirano
Citirano
Godina
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
142020
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
132020
Density regression with Bayesian additive regression trees
V Orlandi, J Murray, A Linero, A Volfovsky
arXiv preprint arXiv:2112.12259, 2021
92021
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
72020
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
42022
Sudeepa Roy, Cynthia Rudin, and Alexander Volfovsky. Almost-matching-exactly for treatment effect estimation under network interference
MU Awan, M Morucci, V Orlandi
Proceedings of The 23rd International Conference on Artificial Intelligence …, 2020
42020
A double machine learning approach to combining experimental and observational data
M Morucci, V Orlandi, H Parikh, S Roy, C Rudin, A Volfovsky
arXiv preprint arXiv:2307.01449, 2023
22023
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
22021
Sparse and Faithful Explanations Without Sparse Models
Y Sun, Z Chen, V Orlandi, T Wang, C Rudin
arXiv preprint arXiv:2402.09702, 2024
2024
Modeling Heterogeneity With Bayesian Additive Regression Trees
V Orlandi
Duke University, 2023
2023
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
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