Publications
- Adaptive Hyper-box Matching for Interpretable Individualized Treatment Effect Estimation. UAI, 2020.
Marco Morucci, Vittorio Orlandi, Sudeepa Roy, Cynthia Rudin, Alexander Volfovsky - Almost-Matching-Exactly for Treatment Effect Estimation Under Network Interference. AISTATS, 2020.
M. Usaid Awan, Marco Morucci, Vittorio Orlandi, Sudeepa Roy, Cynthia Rudin, Alexander Volfovsky - Interpretable Almost-Matching-Exactly With Instrumental Variables. UAI, 2019.
M. Usaid Awan, Yameng Liu, Marco Morucci, Sudeepa Roy, Cynthia Rudin, Alexander Volfovsky - MALTS: Matching After Learning to Stretch, 2019.
Harsh Parikh, Cynthia Rudin, Alexander Volfovsky - Interpretable Almost Matching Exactly for Causal Inference. AISTATS, 2019.
Yameng Liu, Aw Dieng, Sudeepa Roy, Cynthia Rudin, Alexander Volfovsky - FLAME: A Fast Large-scale Almost Matching Exactly Approach to Causal Inference, 2017.
Tianyu Wang, Marco Morucci, M. Usaid Awan, Yameng Liu, Sudeepa Roy, Cynthia Rudin, Alexander Volfovsky