Chiara Accinelli

According to our database, Chiara Accinelli authored at least 9 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Fairness & friends in the data science era.

Barbara Catania, Giovanna Guerrini, Chiara Accinelli

AI Soc., April, 2023

Discrimination-aware data transformations.

Chiara Accinelli

PhD thesis, 2023

Discrimination-aware Data Transformations.

Chiara Accinelli

Proceedings of the Workshops of the EDBT/ICDT 2023 Joint Conference, 2023

2022

A Coverage-based Approach to Nondiscrimination-aware Data Transformation.

Chiara Accinelli, Barbara Catania, Giovanna Guerrini, Simone Minisi

ACM J. Data Inf. Qual., 2022

Coverage-based Queries: Nondiscrimination Awareness in Data Transformation.

Chiara Accinelli, Barbara Catania, Giovanna Guerrini

Proceedings of the 1st Italian Conference on Big Data and Data Science (itaDATA 2022), 2022

Nondiscriminating Dropout Prediction beyond Algorithmic Fairness: Ensuring Coverage in Preprocessing Pipelines.

Chiara Accinelli, Barbara Catania, Giovanna Guerrini

Proceedings of the IEEE International Conference on Big Data, 2022

2021

The impact of rewriting on coverage constraint satisfaction.

Chiara Accinelli, Barbara Catania, Giovanna Guerrini, Simone Minisi

Proceedings of the Workshops of the EDBT/ICDT 2021 Joint Conference, 2021

covRew: a Python Toolkit for Pre-Processing Pipeline Rewriting Ensuring Coverage Constraint Satisfaction.

Chiara Accinelli, Barbara Catania, Giovanna Guerrini, Simone Minisi

Proceedings of the 24th International Conference on Extending Database Technology, 2021

2020

Coverage-based Rewriting for Data Preparation.

Chiara Accinelli, Simone Minisi, Barbara Catania

Proceedings of the Workshops of the EDBT/ICDT 2020 Joint Conference, 2020