I'm Martina Cinquini,
a Data Scientist
& PhD Student
@ UNIPI.
About me
I am a second-year Ph.D. student in Computer Science at the University of Pisa, supervised by Riccardo Guidotti and Salvatore Ruggieri. The key insight of my research is to design and develop effective methods that discover and exploit causal knowledge to uncover and prevent discrimination and to promote the interpretability of ML models.
Download CVRecent works on
- Causal Discovery
- Explainable AI
- Fairness
- Causal Algorithmic Recourse
Experience
Scholarship Researcher
University of Pisa
June 2021 - October 2021
Causal Discovery for Explainable Artificial Intelligence in the project BIHO Monreale.
Freshman tutor at Department of Computer Science
University of Pisa
October 2020 - February 2021
Advising students on academic and related matters and preparing and conducting tutorials
Part-time Collaboration
University of Pisa
March 2018 - July 2018
Management of Library Sustem and Public Relations.
Education
MSc in Data Science and Business Informatics
110/110 - University of Pisa
September 2017 - May 2021
Thesis: Boosting Data Generation with Effective Nonlinear Causal Discovery. In this project, we design an an efficient approach for nonlinear causal discovery based on pattern mining. Moreover, we implement a generative method based on the boosted nonlinear causal discovery approach.
BSc in Digital Humanities
110/110 cum laude - University of Pisa
September 2014 - June 2017
Programming User Interfaces and Web Applications, Database and Query Languages, Computational Linguistics, Natural Language Processing, Linguistics and Literature in Italian. Thesis: Mensana - Prototype Design and Development of a Web Application | EQF level 6.
Get In Touch
I love to hear from you. Feel free to contact me, I will try to reply as soon as possible.
Reach me at
Office: Room 302 - Department of Computer Science
Phone: (+39) 050 221 2728