Marco Morucci

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 10

Top Topics

Causal Inference

Top Venues

J. Mach. Learn. Res.

Publications

Amirhossein Farzam, Shashank Shekhar, Isaac Mehlhaff, Marco Morucci
Multi-Task Learning Improves Performance In Deep Argument Mining Models. CoRR (2023)
Marco Morucci, Vittorio Orlandi, Harsh Parikh, Sudeepa Roy, Cynthia Rudin, Alexander Volfovsky
A Double Machine Learning Approach to Combining Experimental and Observational Data. CoRR (2023)
Tianyu Wang, Marco Morucci, M. Usaid Awan, Yameng Liu, Sudeepa Roy, Cynthia Rudin, Alexander Volfovsky
FLAME: A Fast Large-scale Almost Matching Exactly Approach to Causal Inference. J. Mach. Learn. Res. 22 (2021)
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
dame-flame: A Python Library Providing Fast Interpretable Matching for Causal Inference. CoRR (2021)
M. Usaid Awan, Marco Morucci, Vittorio Orlandi, Sudeepa Roy, Cynthia Rudin, Alexander Volfovsky
Almost-Matching-Exactly for Treatment Effect Estimation under Network Interference. CoRR (2020)
Marco Morucci, Vittorio Orlandi, Sudeepa Roy, Cynthia Rudin, Alexander Volfovsky
Adaptive Hyper-box Matching for Interpretable Individualized Treatment Effect Estimation. CoRR (2020)
Marco Morucci, Vittorio Orlandi, Sudeepa Roy, Cynthia Rudin, Alexander Volfovsky
Adaptive Hyper-box Matching for Interpretable Individualized Treatment Effect Estimation. UAI (2020)
M. Usaid Awan, 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, Yameng Liu, Marco Morucci, Sudeepa Roy, Cynthia Rudin, Alexander Volfovsky
Interpretable Almost-Matching-Exactly With Instrumental Variables. CoRR (2019)
M. Usaid Awan, Yameng Liu, Marco Morucci, Sudeepa Roy, Cynthia Rudin, Alexander Volfovsky
Interpretable Almost Matching Exactly With Instrumental Variables. UAI (2019)