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Paolo Giudici Stefano

University of Pavia

Corso Strada Nuova, 65

27100 Pavia, 27100

Italy

SCHOLARLY PAPERS

8

DOWNLOADS

716

TOTAL CITATIONS

0

Scholarly Papers (8)

1.

Safe Crypto Forecasting

Number of pages: 18 Posted: 21 May 2025
Paolo Giudici Stefano and Maryamsadat Bagheri
University of Pavia and affiliation not provided to SSRN
Downloads 200 (451,954)

Abstract:

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Crypto assets, Security, Accuracy, Fairness, Expainability, Machine learning

2.

Building Crypto Portfolios with Agentic Ai

Number of pages: 19 Posted: 30 Jul 2025
Antonino Castelli, Paolo Giudici Stefano and Alessandro Piergallini
University of Washington, University of Pavia and University of Pavia
Downloads 152 (554,631)

Abstract:

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Portfolio Optimization, Crypto assets, Multi-Agent System, Evaluation Metrics of MPT, Crew AI

3.

Explaining Explainable Ai, with Applications to Phishing Detection

Number of pages: 21 Posted: 10 Apr 2024
Maria Carla Calzarossa, Paolo Giudici Stefano and Rasha Zieni
University of Pavia, University of Pavia and University of Pavia
Downloads 107 (684,672)

Abstract:

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Explainable AI, Machine learning, cybersecurity, Phishing detection, Lorenz Curves, Robustness

Explainable Fairness, with Application to  Credit Lending

Number of pages: 29 Posted: 21 Oct 2024
Paolo Giudici Stefano, Golnoosh Babaei and Parvati Neelakantan
University of Pavia, University of Pavia and Indian Institute of Technology (IIT), Kanpur
Downloads 55 (1,027,773)

Abstract:

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Propensity score matching, Shapley values, Machine Learning, fairness, Explainability

Explainable Fairness, with Application to  Credit Lending

Number of pages: 28 Posted: 04 Jan 2025
Paolo Giudici Stefano, Golnoosh Babaei and Parvati Neelakantan
University of Pavia, University of Pavia and Indian Institute of Technology (IIT), Kanpur
Downloads 26 (1,430,393)

Abstract:

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Propensity score matching, Shapley Values, Machine Learning, fairness, Explainability

5.

Conditional Fairness, with Application to  Credit Lending

Number of pages: 22 Posted: 02 May 2024
Golnoosh Babaei, Paolo Giudici Stefano and Parvati Neelakantan
University of Pavia, University of Pavia and Indian Institute of Technology (IIT), Kanpur
Downloads 78 (830,555)

Abstract:

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Explainable Artificial Intelligence, machine learning, Fairness, Shapley values, Propensity score matching

6.

Explainable Fairness, with Application to Credit Lending

Number of pages: 28 Posted: 04 Aug 2025
Golnoosh Babaei, Paolo Giudici Stefano and Parvati Neelakantan
University of Pavia, University of Pavia and Indian Institute of Technology Kanpur
Downloads 49 (1,086,013)

Abstract:

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Explainability, Fairness, Machine Learning, Shapley values, Propensity score matching

7.

How robust are machine learning explanations?

Number of pages: 15 Posted: 07 Oct 2024
Maria Carla Calzarossa, Paolo Giudici Stefano and Rasha Zieni
University of Pavia, University of Pavia and University of Pavia
Downloads 35 (1,263,436)

Abstract:

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Ensemble tree models, Explainable AI, Machine Learning, Concentration, Robustness, Cybersecurity, Phishing detection

8.

Integrating Safe Ai Metrics

Number of pages: 30 Posted: 23 Jul 2025
Paolo Giudici Stefano and Vasily Kolesnikov
University of Pavia and University of Pavia
Downloads 14 (1,526,714)

Abstract:

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AI risk management, SAFE AI, Accuracy, Explainability, Robustness