Vittorio Orlandi

According to our database, Vittorio Orlandi authored at least 5 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Sparse and Faithful Explanations Without Sparse Models.

Yiyang Sun, Zhi Chen, Vittorio Orlandi, Tong Wang, Cynthia Rudin

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

A Double Machine Learning Approach to Combining Experimental and Observational Data.

Marco Morucci, Vittorio Orlandi, Harsh Parikh, Sudeepa Roy, Cynthia Rudin, Alexander Volfovsky

CoRR, 2023

2021

dame-flame: A Python Library Providing Fast Interpretable Matching for Causal Inference.

Neha R. Gupta, Vittorio Orlandi, Chia-Rui Chang, Tianyu Wang, Marco Morucci, Pritam Dey, Thomas J. Howell, Xian Sun, Angikar Ghosal, Sudeepa Roy, Cynthia Rudin, Alexander Volfovsky

CoRR, 2021

2020

Adaptive Hyper-box Matching for Interpretable Individualized Treatment Effect Estimation.

Marco Morucci, Vittorio Orlandi, Sudeepa Roy, Cynthia Rudin, Alexander Volfovsky

Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020

Almost-Matching-Exactly for Treatment Effect Estimation under Network Interference.

M. Usaid Awan, Marco Morucci, Vittorio Orlandi, Sudeepa Roy, Cynthia Rudin, Alexander Volfovsky

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020