Paolo Giudici

Paolo Giudici

Università degli Studi di Pavia

H-index: 45

Europe-Italy

About Paolo Giudici

Paolo Giudici, With an exceptional h-index of 45 and a recent h-index of 34 (since 2020), a distinguished researcher at Università degli Studi di Pavia, specializes in the field of Bayesian statistics, Graphical models, Risk management, Explainable AI, Responsible AI.

His recent articles reflect a diverse array of research interests and contributions to the field:

InstanceSHAP: an instance-based estimation approach for Shapley values

Correction: InstanceSHAP: an instance-based estimation approach for Shapley values

Probabilistic calibration of a binary classifier, applied to detecting sleeping state in a car drive

Measuring multidimensional inequality: a new proposal based on the Fourier transform

safeaipackage: a Python package for AI risk measurement

RGA: a unified measure of predictive accuracy

GPT classifications, with application to credit lending

Properties of the reconciled distributions for Gaussian and count forecasts

Paolo Giudici Information

University

Position

Professor of Statistics

Citations(all)

8821

Citations(since 2020)

4237

Cited By

5538

hIndex(all)

45

hIndex(since 2020)

34

i10Index(all)

108

i10Index(since 2020)

74

Email

University Profile Page

Università degli Studi di Pavia

Google Scholar

View Google Scholar Profile

Paolo Giudici Skills & Research Interests

Bayesian statistics

Graphical models

Risk management

Explainable AI

Responsible AI

Top articles of Paolo Giudici

Title

Journal

Author(s)

Publication Date

InstanceSHAP: an instance-based estimation approach for Shapley values

Behaviormetrika

Golnoosh Babaei

Paolo Giudici

2024/1

Correction: InstanceSHAP: an instance-based estimation approach for Shapley values

Behaviormetrika

Golnoosh Babaei

Paolo Giudici

2024/1/28

Probabilistic calibration of a binary classifier, applied to detecting sleeping state in a car drive

Paolo Giudici

Giulia Villone

2024/4/26

Measuring multidimensional inequality: a new proposal based on the Fourier transform

arXiv preprint arXiv:2401.14012

Paolo Giudici

Emanuela Raffinetti

Giuseppe Toscani

2024/1/25

safeaipackage: a Python package for AI risk measurement

Available at SSRN

Golnoosh Babaei

Paolo Giudici

Emanuela Raffinetti

2024/3/1

RGA: a unified measure of predictive accuracy

Advances in Data Analysis and Classification

Paolo Giudici

Emanuela Raffinetti

2024/1/17

GPT classifications, with application to credit lending

Machine Learning with Applications

Golnoosh Babaei

Paolo Giudici

2024/2/20

Properties of the reconciled distributions for Gaussian and count forecasts

International Journal of Forecasting

Lorenzo Zambon

Arianna Agosto

Paolo Giudici

Giorgio Corani

2024/1/12

Robust machine learning models: linear and nonlinear

International Journal of Data Science and Analytics

Paolo Giudici

Emanuela Raffinetti

Marco Riani

2024/2/16

Artificial Intelligence risk measurement

Expert Systems with Applications

Paolo Giudici

Mattia Centurelli

Stefano Turchetta

2024/1/1

Explainable machine learning for phishing feature detection

Quality and Reliability Engineering International

Maria Carla Calzarossa

Paolo Giudici

Rasha Zieni

2024/2

Predictive performance of multi-model ensemble forecasts of COVID-19 across European nations

Elife

Katharine Sherratt

Hugo Gruson

Helen Johnson

Rene Niehus

Bastian Prasse

...

2023/4/21

Bayesian learning models to measure the relative impact of ESG factors on credit ratings

International Journal of Data Science and Analytics

Arianna Agosto

Paola Cerchiello

Paolo Giudici

2023/7/1

SAFE Artificial Intelligence in finance

Finance Research Letters

Paolo Giudici

Emanuela Raffinetti

2023/9/1

Acknowledgment to the Reviewers of Digital in 2022

Digital Editorial Office

2023/1/15

Sustainable, Accurate, Fair and Explainable Machine Learning Models

Top Italian Scientists Journal

Paolo Giudici

Emanuela Raffinetti

2023/4/11

Network self-exciting point processes to measure health impacts of COVID-19

Journal of the Royal Statistical Society Series A: Statistics in Society

Paolo Giudici

Paolo Pagnottoni

Alessandro Spelta

2023/1/27

Lorenz Zonoids for Trustworthy AI

Paolo Giudici

Emanuela Raffinetti

2023/7/26

How to combine ESG scores? A proposal based on credit rating prediction

Corporate Social Responsibility and Environmental Management

Arianna Agosto

Paolo Giudici

Alessandra Tanda

2023/11

Bayesian time‐varying autoregressive models of COVID‐19 epidemics

Biometrical Journal

Paolo Giudici

Barbara Tarantino

Arkaprava Roy

2023/1

See List of Professors in Paolo Giudici University(Università degli Studi di Pavia)

Co-Authors

H-index: 48
Peter Green

Peter Green

University of Bristol

H-index: 30
Geof Givens

Geof Givens

Colorado State University

H-index: 16
Paola Cerchiello

Paola Cerchiello

Università degli Studi di Pavia

H-index: 12
Daniel Felix Ahelegbey

Daniel Felix Ahelegbey

Università degli Studi di Pavia

H-index: 11
Paolo Pagnottoni

Paolo Pagnottoni

Università degli Studi di Pavia

H-index: 7
Laura Parisi

Laura Parisi

Università degli Studi di Pavia

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