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@article{DBLP:journals/corr/abs-2307-01401,
  author       = {Amirhossein Farzam and
                  Shashank Shekhar and
                  Isaac Mehlhaff and
                  Marco Morucci},
  title        = {Multi-Task Learning Improves Performance In Deep Argument Mining Models},
  journal      = {CoRR},
  volume       = {abs/2307.01401},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2307.01401},
  doi          = {10.48550/ARXIV.2307.01401},
  eprinttype    = {arXiv},
  eprint       = {2307.01401},
  timestamp    = {Mon, 10 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2307-01401.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2307-01449,
  author       = {Marco Morucci and
                  Vittorio Orlandi and
                  Harsh Parikh and
                  Sudeepa Roy and
                  Cynthia Rudin and
                  Alexander Volfovsky},
  title        = {A Double Machine Learning Approach to Combining Experimental and Observational
                  Data},
  journal      = {CoRR},
  volume       = {abs/2307.01449},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2307.01449},
  doi          = {10.48550/ARXIV.2307.01449},
  eprinttype    = {arXiv},
  eprint       = {2307.01449},
  timestamp    = {Mon, 10 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2307-01449.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@phdthesis{DBLP:phd/basesearch/Morucci21,
  author       = {Marco Morucci},
  title        = {Methods for Robust and Interpretable Causal Inference and Analysis
                  of Image Data for Political Science},
  school       = {Duke University, Durham, NC, {USA}},
  year         = {2021},
  url          = {https://hdl.handle.net/10161/23725},
  timestamp    = {Wed, 22 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/phd/basesearch/Morucci21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/jmlr/WangMALRRV21,
  author       = {Tianyu Wang and
                  Marco Morucci and
                  M. Usaid Awan and
                  Yameng Liu and
                  Sudeepa Roy and
                  Cynthia Rudin and
                  Alexander Volfovsky},
  title        = {{FLAME:} {A} Fast Large-scale Almost Matching Exactly Approach to
                  Causal Inference},
  journal      = {J. Mach. Learn. Res.},
  volume       = {22},
  pages        = {31:1--31:41},
  year         = {2021},
  url          = {https://jmlr.org/papers/v22/19-853.html},
  timestamp    = {Wed, 11 Sep 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/WangMALRRV21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2101-01867,
  author       = {Neha R. Gupta and
                  Vittorio Orlandi and
                  Chia{-}Rui Chang and
                  Tianyu Wang and
                  Marco Morucci and
                  Pritam Dey and
                  Thomas J. Howell and
                  Xian Sun and
                  Angikar Ghosal and
                  Sudeepa Roy and
                  Cynthia Rudin and
                  Alexander Volfovsky},
  title        = {dame-flame: {A} Python Library Providing Fast Interpretable Matching
                  for Causal Inference},
  journal      = {CoRR},
  volume       = {abs/2101.01867},
  year         = {2021},
  url          = {https://arxiv.org/abs/2101.01867},
  eprinttype    = {arXiv},
  eprint       = {2101.01867},
  timestamp    = {Fri, 02 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2101-01867.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aistats/AwanMORRV20,
  author       = {M. Usaid Awan and
                  Marco Morucci and
                  Vittorio Orlandi and
                  Sudeepa Roy and
                  Cynthia Rudin and
                  Alexander Volfovsky},
  editor       = {Silvia Chiappa and
                  Roberto Calandra},
  title        = {Almost-Matching-Exactly for Treatment Effect Estimation under Network
                  Interference},
  booktitle    = {The 23rd International Conference on Artificial Intelligence and Statistics,
                  {AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
  series       = {Proceedings of Machine Learning Research},
  volume       = {108},
  pages        = {3252--3262},
  publisher    = {{PMLR}},
  year         = {2020},
  url          = {http://proceedings.mlr.press/v108/awan20a.html},
  timestamp    = {Mon, 29 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/AwanMORRV20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/uai/MorucciORRV20,
  author       = {Marco Morucci and
                  Vittorio Orlandi and
                  Sudeepa Roy and
                  Cynthia Rudin and
                  Alexander Volfovsky},
  editor       = {Ryan P. Adams and
                  Vibhav Gogate},
  title        = {Adaptive Hyper-box Matching for Interpretable Individualized Treatment
                  Effect Estimation},
  booktitle    = {Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial
                  Intelligence, {UAI} 2020, virtual online, August 3-6, 2020},
  series       = {Proceedings of Machine Learning Research},
  volume       = {124},
  pages        = {1089--1098},
  publisher    = {{AUAI} Press},
  year         = {2020},
  url          = {http://proceedings.mlr.press/v124/morucci20a.html},
  timestamp    = {Tue, 07 May 2024 20:09:01 +0200},
  biburl       = {https://dblp.org/rec/conf/uai/MorucciORRV20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2003-00964,
  author       = {M. Usaid Awan and
                  Marco Morucci and
                  Vittorio Orlandi and
                  Sudeepa Roy and
                  Cynthia Rudin and
                  Alexander Volfovsky},
  title        = {Almost-Matching-Exactly for Treatment Effect Estimation under Network
                  Interference},
  journal      = {CoRR},
  volume       = {abs/2003.00964},
  year         = {2020},
  url          = {https://arxiv.org/abs/2003.00964},
  eprinttype    = {arXiv},
  eprint       = {2003.00964},
  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2003-00964.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2003-01805,
  author       = {Marco Morucci and
                  Vittorio Orlandi and
                  Sudeepa Roy and
                  Cynthia Rudin and
                  Alexander Volfovsky},
  title        = {Adaptive Hyper-box Matching for Interpretable Individualized Treatment
                  Effect Estimation},
  journal      = {CoRR},
  volume       = {abs/2003.01805},
  year         = {2020},
  url          = {https://arxiv.org/abs/2003.01805},
  eprinttype    = {arXiv},
  eprint       = {2003.01805},
  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2003-01805.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/uai/AwanLMRRV19,
  author       = {M. Usaid Awan and
                  Yameng Liu and
                  Marco Morucci and
                  Sudeepa Roy and
                  Cynthia Rudin and
                  Alexander Volfovsky},
  editor       = {Amir Globerson and
                  Ricardo Silva},
  title        = {Interpretable Almost Matching Exactly With Instrumental Variables},
  booktitle    = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
                  Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
  series       = {Proceedings of Machine Learning Research},
  volume       = {115},
  pages        = {1116--1126},
  publisher    = {{AUAI} Press},
  year         = {2019},
  url          = {http://proceedings.mlr.press/v115/awan20a.html},
  timestamp    = {Tue, 15 Dec 2020 17:40:18 +0100},
  biburl       = {https://dblp.org/rec/conf/uai/AwanLMRRV19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1906-11658,
  author       = {M. Usaid Awan and
                  Yameng Liu and
                  Marco Morucci and
                  Sudeepa Roy and
                  Cynthia Rudin and
                  Alexander Volfovsky},
  title        = {Interpretable Almost-Matching-Exactly With Instrumental Variables},
  journal      = {CoRR},
  volume       = {abs/1906.11658},
  year         = {2019},
  url          = {http://arxiv.org/abs/1906.11658},
  eprinttype    = {arXiv},
  eprint       = {1906.11658},
  timestamp    = {Mon, 01 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1906-11658.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/bspc/BocchiBPCMR15,
  author       = {Leonardo Bocchi and
                  Jacopo J. V. Branca and
                  Stefania Pacini and
                  Angela Cosentino and
                  Gabriele Morucci and
                  Marco Ruggiero},
  title        = {Effect of ultrasounds on neurons and microglia: Cell viability and
                  automatic analysis of cell morphology},
  journal      = {Biomed. Signal Process. Control.},
  volume       = {22},
  pages        = {44--53},
  year         = {2015},
  url          = {https://doi.org/10.1016/j.bspc.2015.06.011},
  doi          = {10.1016/J.BSPC.2015.06.011},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bspc/BocchiBPCMR15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/embc/CosentinoBPBMRB15,
  author       = {Angela Cosentino and
                  Enrico Boni and
                  Stefania Pacini and
                  Jacopo J. V. Branca and
                  Gabriele Morucci and
                  Marco Ruggiero and
                  Leonardo Bocchi},
  title        = {Morphological analysis of neurons: Automatic identification of elongations},
  booktitle    = {37th Annual International Conference of the {IEEE} Engineering in
                  Medicine and Biology Society, {EMBC} 2015, Milan, Italy, August 25-29,
                  2015},
  pages        = {8131--8134},
  publisher    = {{IEEE}},
  year         = {2015},
  url          = {https://doi.org/10.1109/EMBC.2015.7320281},
  doi          = {10.1109/EMBC.2015.7320281},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/embc/CosentinoBPBMRB15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

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