Marco Morucci

According to our database¹, Marco Morucci authored at least 9 papers between 2019 and 2025.

Collaborative distances:

Dijkstra number² of five.
Erdős number³ of four.

Timeline

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PhD thesis

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Bibliography

2025

dame-flame: A <i>Python</i> Package Providing Fast Interpretable Matching for Causal Inference.

[BibT_eX]

[DOI]

J. Stat. Softw., 2025

2023

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

[BibT_eX]

[DOI]

CoRR, 2023

Multi-Task Learning Improves Performance In Deep Argument Mining Models.

[BibT_eX]

[DOI]

CoRR, 2023

2021

Methods for Robust and Interpretable Causal Inference and Analysis of Image Data for Political Science.

[BibT_eX]

[DOI]

Marco Morucci

PhD thesis, 2021

FLAME: A Fast Large-scale Almost Matching Exactly Approach to Causal Inference.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2021

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

[BibT_eX]

[DOI]

CoRR, 2021

2020

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

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

2019

Interpretable Almost Matching Exactly With Instrumental Variables.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019

Marco Morucci

Timeline

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Bibliography

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