The 8th Annual Research conference takes stock on the growing incidence of Artificial Intelligence (AI) and on its applications in economic analysis. The use of AI is expanding in labour and credit markets, with important consequences on productivity and on financial stability. AI tools also uncover novel results regarding the impacts of monetary policy, the interactions between asset returns and wealth inequality, inflation forecasting and central bank communication.
Attendance: By invitation only.
Información
Ponentes
13 Noviembre
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- 09:15h - 09:30h
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Welcome address
Deputy Governor Soledad Núñez (Banco de España)
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- 09:30h - 11:30h
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MONETARY POLICY 1 MODELLING TOPICS
Chair: Giuseppe Bruno (Banca d'ltalia)
Estimating nonlinear heterogeneous agent models with neural networks
Authors: Hanno Kase (ECB), Leonardo Melosi (EUI) and Mattias Rottner (BIS)
Speaker: Leonardo Melosi
(5 MB) (European University lnstitute)Discussant: Vytautas Valaitis
(244 KB) (University of Surrey)Monetary policy with persistent supply shocks
Authors: Galo Nuño (Banco de España), Philipp Renner (University of Lancaster) and Simon Scheidegger (HEC Lausanne)
Speaker: Simon Scheidegger
(3 MB) (HEC Lausanne)Discussant: Oreste Tristani
(266 KB) (ECB)
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- 11:30h - 12:00h
- Coffee break
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- 12:00h - 13:00h
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KEYNOTE SPEECH
Deep Learning in Economics: A Geometric lnterpretation
Jesus Fernández Villaverde
(1 MB) (University of Pennsylvania)
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- 13:00h - 14:30h
- Lunch
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- 14:30h - 16:30h
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PRODUCTIVITY AND LABOUR MARKET
Chair: Luis Servén (Council Member, Banco de España)
The rapid adoption of generativa Al
Authors: Alexander Bick (Federal Reserve Bank of St. Louis), Adam Blandin (Vanderbilt University) and David Deming (Harvard Kennedy School)
Speaker: Alexander Bick
(1 MB) (Federal Reserve Bank of St. Louis)Discussant: Christina Gathmann
(317 KB) (LISER)Al and the labor market
Authors: Mennaka Hampole (Yale SOM), Dimitris Papanikolaou (Kellogg School of Management), Lawrence D.W. Schmidt (Sloan School of Management MIT) and Bryan Seegmiller (Northwestern University)
Speaker: Dimitris Papanikolaou
(2 MB) (Kellogg School of Management)Discussant: Ana Lamo
(1 MB) (ECB)
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- 16:30h - 17:00h
- Coffee break
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- 17:00h - 18:00h
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PRODUCTIVITY AND LABOUR MARKET
Chair: Luis Servén (Council Member, Banco de España)
Artificial intelligence in the knowledge economy
Authors: Enrique Ide (IESE) and Eduard Talamas (IESE)
Speaker: Eduard Talamas
(589 KB) (IESE)Discussant: Luis Garicano
(187 KB) (London School of Economics)
14 Noviembre
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- 09:00h - 11:00h
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FINANCIAL STABILITY
Chair: José Maria Serena (DG Financial Stability, Banco de España)
lnstitutional asset pricing, segmentation, and inequality
Authors: Goutan Gopalakrishna (University of Toronto), Zhouzhou Gu (Princeton University) and Jonathan Payne (Princeton University)
Speaker: Jonathan Payne
(5 MB) (Princeton University)Discussant: Riccardo Cioffi
(276 KB) (París School of Economics)Artificial intelligence and relationship lending
Authors: Leonardo Gambacorta (BIS), Fabiana Sabatini (Banca d'ltalia) and Stefano Schiaffi (Banca d'ltalia)
Speaker: Leonardo Gambacorta
(1 MB) (BIS)Discussant: Gianmarco Ruzzier
(264 KB) (Banco de España)
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- 11:00h - 11:30h
- Coffee break
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- 11:30h - 13:30h
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MONETARY POLICY 2 INFLATION FORECASTING ANO COMMUNICATION
Chair: Mayte Ledo (DG Strategy, People and Data, Banco de España)
Simulating the SPF
Authors: Anne Lundgaard Hansen (Federal Reserve Bank of Richmond}, John J. Horton (MIT Sloan School of Management), Sophia Kazinnik (Stanford HAI), Diana Puzzello (Indiana University Bloomington) and A. Zarifhonarvar (Indiana University Bloomington)
Speaker: Sophia Kazinnik
(1 MB) (Stanford University HAI)Discussant: Joan Paredes
(813 KB) (National Bank of Slovakia)Word2Prices: Embedding central bank communications for inflation prediction
Authors: Douglas Arauja (BIS}, Nikola Bokan (ESM), Fabio A. Comazzi (ECB) and Michele Lenza (ECB)
Speaker: Michele Lenza
(338 KB) (ECB)Discussant: Michael McMahon
(490 KB) (University of Oxford)
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- 13:30h - 15:00h
- Lunch, end of conference