Informazioni
Professor of Statistics at the University of Pavia and Professor of Machine learning at the European University Institute.
Author of several scientific publications, with an h-index of 48 (Google scholar), 36 (Scopus), 30 (Web of Science), which mainly propose statistical learning models to obtain predictions and/or risk measures in economics and finance applications.
Editor of the scientific journals "Statistics” (Taylor and Francis) and “Artificial Intelligence in Finance” (Frontiers).
Coordinator of 13 funded scientific projects, among which the European Horizon2020 projects “PERISCOPE: Pan-European response to the impacts of covid-19 and future pandemics and epidemics (2020-2023)” and “FIN-TECH: Financial supervision and Technological compliance" (2019-2020). The projects have supported the research activity of 18 Phd students and of 13 Post-doc researchers.
Research fellow at the Bank for International Settlements. Research expert advisor for the European Commission, the European Insurance and Occupational Pensions Authority, the Italian Ministry of Development, the Bank of Italy, the Italian Banking Association. Board member of the Credito Valtellinese bank (2010-2018).
Elected fellow of the International Statistical Institute (ISI). Member of the Institute of Mathematical Statistics (IMS), the Association for Computing Machinery (ACM), the European Network for Business and Industrial Statistics (ENBIS), the Italian Statistical Society (SIS).
See also: https://en.wiki.topitalianscientists.org/Paolo_Giudici
Articoli di Paolo
Contributi
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What are the top operational risk trends for Risk Management in the next year?
AI risk management is another very important topic along with AI risk measurement AI risk measurement concerns developing appropriate metrics to measure trustworthy AI and to set thresholds that indicates risk tolerance levels. Trustworthy AI principles include sustainability fairness accuracy and explainability
Attività
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https://lnkd.in/dCVgjya8 This morning I had a long talk on #unlearning and #AI #sustainability with about 100 european #Ellis #phd students at…
https://lnkd.in/dCVgjya8 This morning I had a long talk on #unlearning and #AI #sustainability with about 100 european #Ellis #phd students at…
Consigliato da Paolo Giudici
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📣 The 4th edition of the ALLAI Responsible AI Conference takes place on 08/10 live at #LAB42; Opening Event of #WorldAIWeek 2024. Since last year’s…
📣 The 4th edition of the ALLAI Responsible AI Conference takes place on 08/10 live at #LAB42; Opening Event of #WorldAIWeek 2024. Since last year’s…
Consigliato da Paolo Giudici
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The IMF’s recently established Resilience and Sustainability Facility (RSF) has so far committed $7.4 billion to 20 low-income and emerging market…
The IMF’s recently established Resilience and Sustainability Facility (RSF) has so far committed $7.4 billion to 20 low-income and emerging market…
Consigliato da Paolo Giudici
Esperienza
Formazione
Esperienze di volontariato
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Master Runner - Running Oltrepo'
Fidal Servizi
- Presente 11 anni
Salute
http://www.fidal.it/atleta/GIUDICI-Paolo/dqAAARl5SnbmQ%3D
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Fundraiser
Fondazione Cariplo
- 6 anni
Arte e cultura
Coordinator of the cultural heritage project “Antica Pieve di Mazzo”
Pubblicazioni
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List of Publications
Scopus data base
My publications are available in Google Scholar, Semantic Scholar, Scopus or Web of Science along with their citations impact. Most of them are open access
Progetti
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PERISCOPE -Pan European Response to the ImpactS of COvid-19 and future Pandemics and Epidemics - European Horizon2020
Statistical learning of the socio-economic impacts of the pandemic to propose policies and technologies aimed at mitigating them
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FIN-TECH: FINancial supervision and TECHnological compliance - European Horizon2020
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Statistical models for fintech risk management
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MISURA - Multivariate statistical models for risk assessment
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Italian Ministry of Research competitive PRIN grant, with 6 partner members. Focused on econometric and statistical models to measure credit risk and systemic risks.
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Technologies for an integrated promotion of the Valtellina district
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Territorial marketing project, in which statistical data analysis is aimed at valorising the "Antica Pieve di Mazzo" and "Valtellina district" regions. Funded by two grant from the Cariplo Foundation
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MUSING - Multivariate semantic based business intelligence, VI framework EU programme
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European project with 14 partner members aimed at 1) Working on the foundations of semantic-based business intelligence; 2) Apply the methodology to three pilot projects: i) Credit risk modelling; ii) Operational risk modelling; iii) Internationalisation
Riconoscimenti e premi
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Best GARP financial risk management paper 2016
Global Association of Risk Professionals
We proposed a new measure of contagion risk, that can be expressed as an "add-on" to the probability of default
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Best University Graduate from the Province of Sondrio
Association of Industry managers - Lombardy region
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Direction of Scientific conferences
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Classification and Data analysis: Cagliari (2015), Pavia (2011); Operational Risk Management, Pavia (2007); Statistical models for data mining: Ghislieri college, 2000, Borromeo college, 2001, 2003. Advanced research schools in data mining: Rome (2000); Lugano (2001).European Science Foundation workshops: Structural learning in graphical models,Tirano (1998), Inference and Prediction in financial risk management, Tirano (1999).
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Invited lectures and talks
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Presenter of several invited talks. In particular, at the following Institutions: University of Washington, Seattle (1997); Isaac Newton Institute, Cambridge (1998); Siemens AG, Munich (1999); Trinity College, Dublin (2000); Max-Planck Institute for Physics, Munich (2001); Royal Statistical Society, London (2002); SAMSI Institute, Duke University (2003); University of Leuven (2003); University Rey Carlos III of Madrid (2003); ETH Politechnic of Zurich (2004); SAS Institute, Las Vegas…
Presenter of several invited talks. In particular, at the following Institutions: University of Washington, Seattle (1997); Isaac Newton Institute, Cambridge (1998); Siemens AG, Munich (1999); Trinity College, Dublin (2000); Max-Planck Institute for Physics, Munich (2001); Royal Statistical Society, London (2002); SAMSI Institute, Duke University (2003); University of Leuven (2003); University Rey Carlos III of Madrid (2003); ETH Politechnic of Zurich (2004); SAS Institute, Las Vegas (2005,2006); Barclays Bank, London (2006); Imperial College of London (2007); Swedish Statistical Society (2007); Science and Letters Accademy, Milan (2007); Credit research centre, Edinburgh (2008, 2013); Tunisian Statistical Society (2010); Academia Sinica, Taipei (2011); University of California at Berkeley (2012); EU Joint Research Centre, Ispra (2012); European Central Bank, Frankfurt (2014); Italian Parliament (2014, 2015); Canadian Statistical Society (2015); Deutsche Bundesbank, Frankfurt (2015); Big data value Association, Den Haag (2016); Bank of International Settlements, Basel (2016); Bank of Italy (2016); Frankfurt School of Finance and Management (2017); Bank of England (2017); ISTAT (2017)
Lingue
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Englisch
Conoscenza madrelingua o bilingue
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French
Conoscenza lavorativa limitata
Altre attività di Paolo
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I can hardly immagine a more fabolous start of the LLM program in Law of Internet Tecnology. the key-note Speaker does need any introduction. At the…
I can hardly immagine a more fabolous start of the LLM program in Law of Internet Tecnology. the key-note Speaker does need any introduction. At the…
Consigliato da Paolo Giudici
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Just came back from two exciting days at the Jackson Hole Economic Policy Symposium, where I had the honour to chair the second day. After the much…
Just came back from two exciting days at the Jackson Hole Economic Policy Symposium, where I had the honour to chair the second day. After the much…
Consigliato da Paolo Giudici
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I am glad to be the technical chair for the IEEE Symposium on Computational Intelligence in Image, Signal Processing, and Synthetic Media, a…
I am glad to be the technical chair for the IEEE Symposium on Computational Intelligence in Image, Signal Processing, and Synthetic Media, a…
Consigliato da Paolo Giudici
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How to measure #fairness in credit ratings ? https://lnkd.in/dfyZtz5t
How to measure #fairness in credit ratings ? https://lnkd.in/dfyZtz5t
Condiviso da Paolo Giudici
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🚀 It’s been a year since I left Google! What have I been up to? Leaving the mothership was a daunting and equally exhilarating and exciting…
🚀 It’s been a year since I left Google! What have I been up to? Leaving the mothership was a daunting and equally exhilarating and exciting…
Consigliato da Paolo Giudici
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un curriculum di qualità per una professione di grande attualità
un curriculum di qualità per una professione di grande attualità
Consigliato da Paolo Giudici
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Is ChatGPT more biased than you? https://lnkd.in/dUScCRQt
Is ChatGPT more biased than you? https://lnkd.in/dUScCRQt
Condiviso da Paolo Giudici
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It has been an intense and tiring year for the EU Supervisory Digital Finance Academy community. Yet, it has been rewarding and has brought new…
It has been an intense and tiring year for the EU Supervisory Digital Finance Academy community. Yet, it has been rewarding and has brought new…
Consigliato da Paolo Giudici
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WELCOME to the 2nd World Conference on eXplainable Artificial Intelligence in beautiful Valletta, Malta https://lnkd.in/dGzqgpzP
WELCOME to the 2nd World Conference on eXplainable Artificial Intelligence in beautiful Valletta, Malta https://lnkd.in/dGzqgpzP
Consigliato da Paolo Giudici
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We are delighted to share AIAAIC's first research paper - a taxonomy setting out the harms of AI, algorithmic and automation systems. Based on the…
We are delighted to share AIAAIC's first research paper - a taxonomy setting out the harms of AI, algorithmic and automation systems. Based on the…
Consigliato da Paolo Giudici
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🤷♂️ 𝗛𝘂𝗺𝗮𝗻 𝗖𝗵𝗼𝗶𝗰𝗲𝘀: 𝗧𝗵𝗲 𝗥𝗲𝗮𝗹 𝗔𝗜 𝗚𝗮𝗺𝗲-𝗖𝗵𝗮𝗻𝗴𝗲𝗿 🚀 Quantify and measure AI risks all you want, but human choices…
🤷♂️ 𝗛𝘂𝗺𝗮𝗻 𝗖𝗵𝗼𝗶𝗰𝗲𝘀: 𝗧𝗵𝗲 𝗥𝗲𝗮𝗹 𝗔𝗜 𝗚𝗮𝗺𝗲-𝗖𝗵𝗮𝗻𝗴𝗲𝗿 🚀 Quantify and measure AI risks all you want, but human choices…
Consigliato da Paolo Giudici
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