Riccardo Crupi

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 23

Top Topics

Empirical Evidence

Obstructive Sleep Apnea

Top Venues

Publications

Alessandro Basile, Riccardo Crupi, Michele Grasso, Alessandro Mercanti, Daniele Regoli, Simone Scarsi, Shuyi Yang, Andrea Cosentini
Disambiguation of company names via deep recurrent networks. Expert Syst. Appl. 238 (Part C) (2024)
Riccardo Crupi, Daniele Regoli, Alessandro Damiano Sabatino, Immacolata Marano, Massimiliano Brinis, Luca Albertazzi, Andrea Cirillo, Andrea Claudio Cosentini
DTOR: Decision Tree Outlier Regressor to explain anomalies. CoRR (2024)
Riccardo Crupi
Deep Learning for Gamma-Ray Bursts: A data driven event framework for X/Gamma-Ray analysis in space telescopes. CoRR (2024)
Sergio Caprioli, Jacopo Foschi, Riccardo Crupi, Alessandro Damiano Sabatino
Denoising ESG: quantifying data uncertainty from missing data with Machine Learning and prediction intervals. CoRR (2024)
Joachim Baumann, Alessandro Castelnovo, Riccardo Crupi, Nicole Inverardi, Daniele Regoli
An Open-Source Toolkit to Generate Biased Datasets. EWAF (2023)
Riccardo Crupi, Giuseppe Dilillo, Elisabetta Bissaldi, Fabrizio Fiore, Andrea Vacchi
Searching for long faint astronomical high energy transients: a data driven approach. CoRR (2023)
Alessandro Castelnovo, Riccardo Crupi, Nicolò Mombelli, Gabriele Nanino, Daniele Regoli
Evaluative Item-Contrastive Explanations in Rankings. CoRR (2023)
Joachim Baumann, Alessandro Castelnovo, Riccardo Crupi, Nicole Inverardi, Daniele Regoli
Bias on Demand: A Modelling Framework That Generates Synthetic Data With Bias. FAccT (2023)
Sergio Caprioli, Emanuele Cagliero, Riccardo Crupi
Quantifying Credit Portfolio Sensitivity to Asset Correlations With Interpretable Generative Neural Networks. AIABI@AI*IA (2023)
Sergio Caprioli, Emanuele Cagliero, Riccardo Crupi
Quantifying Credit Portfolio sensitivity to asset correlations with interpretable generative neural networks. CoRR (2023)
Joachim Baumann, Alessandro Castelnovo, Andrea Cosentini, Riccardo Crupi, Nicole Inverardi, Daniele Regoli
Bias On Demand: Investigating Bias with a Synthetic Data Generator. IJCAI (2023)
Nicola Alimonda, Alessandro Castelnovo, Riccardo Crupi, Fabio Mercorio, Mario Mezzanzanica
Preserving Utility in Fair Top-k Ranking with Intersectional Bias. BIAS (2023)
Alessandro Basile, Riccardo Crupi, Michele Grasso, Alessandro Mercanti, Daniele Regoli, Simone Scarsi, Shuyi Yang, Andrea Cosentini
Disambiguation of Company names via Deep Recurrent Networks. CoRR (2023)
Alessandro Castelnovo, Riccardo Crupi, Fabio Mercorio, Mario Mezzanzanica, Daniele Potertì, Daniele Regoli
Marrying LLMs with Domain Expert Validation for Causal Graph Generation (short paper). AIABI@AI*IA (2023)
Alessandro Castelnovo, Riccardo Crupi, Nicole Inverardi, Daniele Regoli, Andrea Cosentini
Investigating Bias with a Synthetic Data Generator: Empirical Evidence and Philosophical Interpretation. CoRR (2022)
Riccardo Crupi, Beatriz San Miguel González, Alessandro Castelnovo, Daniele Regoli
Leveraging Causal Relations to Provide Counterfactual Explanations and Feasible Recommendations to End Users. ICAART (2) (2022)
Alessandro Castelnovo, Riccardo Crupi, Nicole Inverardi, Daniele Regoli, Andrea Cosentini
Investigating Bias with a Synthetic Data Generator: Empirical Evidence and Philosophical Interpretation. BEWARE@AI*IA (2022)
Alessandro Castelnovo, Riccardo Crupi, Greta Greco, Daniele Regoli
The zoo of Fairness metrics in Machine Learning. CoRR (2021)
Alessandro Castelnovo, Riccardo Crupi, Giulia Del Gamba, Greta Greco, Aisha Naseer, Daniele Regoli, Beatriz San Miguel González
BeFair: Addressing Fairness in the Banking Sector. CoRR (2021)
Riccardo Crupi, Alessandro Castelnovo, Daniele Regoli, Beatriz San Miguel González
Counterfactual Explanations as Interventions in Latent Space. CoRR (2021)
Alessandro Castelnovo, Riccardo Crupi, Giulia Del Gamba, Greta Greco, Aisha Naseer, Daniele Regoli, Beatriz San Miguel González
BeFair: Addressing Fairness in the Banking Sector. IEEE BigData (2020)
Rita Paradiso, Riccardo Crupi, Maria Pacelli, Mark Saunder, Gabriel M. Cuervo
An Ecological Studybased on Textile Sensory Platforms to Improve Safety and Well-Being at Work. EMBC (2019)
Riccardo Crupi, Tommaso Faetti, Rita Paradiso
Preliminary evaluation of Wearable Wellness System for Obstructive Sleep Apnea detection. EMBC (2015)