Ariel Aldo Giovanni Lanza
Finance Department
Kellogg School of Management
Northwestern University
Contact Information
Education
Ph.D. Finance, Kellogg School of Management, 2024 (expected)
M.S. Mathematics, University of Udine 2018, (diploma from the Scuola Superiore)
B.S. Mathematics, University of Udine 2016
Awards
Borsa di Studio G. Mortara – 2018 – Bank of Italy
With these scholarships, the Bank of Italy funds promising graduates who are seriously interested in doing research.
Working Papers
Mind the gap! Machine learning, ESG metrics and sustainable investment
Ariel Lanza, Enrico Bernardini and Ivan Faiella
June 2020
This study aims to overcome some of the limits of the sustainability ratings of firms (known as ESG scores – Environment, Social and Governance) by using artificial intelligence techniques to better identify the components of these metrics that contribute most to identifying efficient portfolios. The proposed methodology selects indicators which, both as regards sustainability factors as a whole and the environmental component alone, contribute significantly to identifying portfolios with better risk-return profiles (i.e. they provide greater returns for a given risk or present lower risks for a known return). [Banca d’Italia, Occasional Paper No. 561][ssrn.3659584]