Personal information

Artificial intelligence, Data Science, Fairness, Explainability, Gamma-Ray Burst, Neural network
Italy

Biography

I'm a mathematical engineer working as a data scientist. I've worked for predictive maintenance project at Comau. Actually, I'm developing artificial intelligence solutions for different business unit of the bank. In the Machine Learning context I'm specialized in how to impose fairness and explainability.

Activities

Employment (2)

Intesa Sanpaolo SpA: Torino, Piemonte, IT

2020-01-01 to present | Data Scientist (Data Science & Artificial Intelligence office)
Employment
Source: Self-asserted source
Riccardo Crupi

Comau: Grugliasco, IT

2017-01-01 to 2019-12-31 | Data Scientist (Innovation Hub)
Employment
Source: Self-asserted source
Riccardo Crupi

Education and qualifications (2)

University of Udine: Udine, IT

2020-11-01 to present | PhD (DMIF)
Education
Source: Self-asserted source
Riccardo Crupi

Politecnico di Torino: Torino, Piemonte, IT

2014-09-01 to 2016-10-28 | Mathematical Engineering (DISMA)
Education
Source: Self-asserted source
Riccardo Crupi

Professional activities (1)

Trieste Astronomical Observatory: Trieste, Friuli Venezia Giulia , IT

2021-03-01 to present | Associate (INAF)
Membership
Source: Self-asserted source
Riccardo Crupi

Works (13)

Disambiguation of company names via deep recurrent networks

Expert Systems with Applications
2024-03 | Journal article
Contributors: Alessandro Basile; Riccardo Crupi; Michele Grasso; Alessandro Mercanti; Daniele Regoli; Simone Scarsi; Shuyi Yang; Andrea Claudio Cosentini
Source: check_circle
Crossref

Deep Learning for Gamma-Ray Bursts: A data driven event framework for X/Gamma-Ray analysis in space telescopes

2024-03-04 | Other
Source: check_circle
Università degli studi di Udine - IRIS

Gamma-Ray Burst Detection with Poisson-FOCuS and Other Trigger Algorithms

The Astrophysical Journal
2024-02-01 | Journal article
Contributors: Giuseppe Dilillo; Kes Ward; Idris A. Eckley; Paul Fearnhead; Riccardo Crupi; Yuri Evangelista; Andrea Vacchi; Fabrizio Fiore
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

New detailed characterization of the residual luminescence emitted by the GAGG:Ce scintillator crystals for the HERMES Pathfinder mission

Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment
2024-01 | Journal article
Contributors: Giovanni Della Casa; Nicola Zampa; Daniela Cirrincione; Simone Monzani; Marco Baruzzo; Riccardo Campana; Diego Cauz; Marco Citossi; Riccardo Crupi; Giuseppe Dilillo et al.
Source: check_circle
Crossref

Enhancing Gamma-Ray Burst Detection: Evaluation of Neural Network Background Estimator and Explainable AI Insights

2024-01-01 | Journal article
EID:

2-s2.0-85191377084

WOSUID:

WOS:001210610700001

Source: check_circle
Università degli studi di Udine - IRIS
grade
Preferred source (of 3)‎

Background Estimation in Fermi Gamma-Ray Burst Monitor Lightcurves Through a Neural Network

Machine Learning for Astrophysics
2023 | Book chapter
Part of ISBN: 9783031341663
Part of ISBN: 9783031341670
Part of ISSN: 1570-6591
Part of ISSN: 1570-6605
Contributors: Riccardo Crupi
Source: Self-asserted source
Riccardo Crupi
grade
Preferred source (of 2)‎

Preserving Utility in Fair Top-k Ranking with Intersectional Bias

Communications in Computer and Information Science
2023 | Book chapter
Part of ISBN: 9783031372483
Part of ISBN: 9783031372490
Part of ISSN: 1865-0929
Part of ISSN: 1865-0937
Contributors: Nicola Alimonda; Alessandro Castelnovo; Riccardo Crupi; Fabio Mercorio; Mario Mezzanzanica
Source: Self-asserted source
Riccardo Crupi

Searching for long faint astronomical high energy transients: a data driven approach

2023 | Preprint
Contributors: Riccardo Crupi; Giuseppe Dilillo; Elisabetta Bissaldi; Fabrizio Fiore; Andrea Vacchi
Source: Self-asserted source
Riccardo Crupi

Bias on Demand: A Modelling Framework That Generates Synthetic Data With Bias

2023 ACM Conference on Fairness, Accountability, and Transparency
2023-06-12 | Conference paper | Author
Contributors: Joachim Baumann; ALESSANDRO CASTELNOVO; Riccardo Crupi; Nicole Inverardi; daniele regoli
Source: Self-asserted source
Riccardo Crupi
grade
Preferred source (of 2)‎

Searching for long faint astronomical high energy transients: a data driven approach

2023-01-01 | Journal article
EID:

2-s2.0-85177576375

WOSUID:

WOS:001104964100002

Source: check_circle
Università degli studi di Udine - IRIS

Counterfactual explanations as interventions in latent space

Data Mining and Knowledge Discovery
2022-11-07 | Journal article
Part of ISSN: 1384-5810
Part of ISSN: 1573-756X
Contributors: Riccardo Crupi; Alessandro Castelnovo; daniele regoli; Beatriz San Miguel Gonzalez
Source: Self-asserted source
Riccardo Crupi

A clarification of the nuances in the fairness metrics landscape

Scientific Reports
2022-03-10 | Journal article
Part of ISSN: 2045-2322
Contributors: Alessandro Castelnovo; Riccardo Crupi; Greta Greco; Daniele Regoli; Ilaria Giuseppina Penco; Andrea Claudio Cosentini
Source: Self-asserted source
Riccardo Crupi

BeFair: Addressing Fairness in the Banking Sector

2020 IEEE International Conference on Big Data (Big Data)
2020-12-10 | Conference paper
Contributors: Alessandro Castelnovo; Riccardo Crupi; Giulia Del Gamba; Greta Greco; Aisha Naseer; Daniele Regoli; Beatriz San Miguel Gonzalez
Source: Self-asserted source
Riccardo Crupi