Monitoring Privately-held Firms' Default Risk in Real Time: A Signal-Knowledge Transfer Learning Model
Language: en
Pages: 45
Authors: Mr. Jorge A Chan-Lau
Categories: Business & Economics
Type: BOOK - Published: 2024-06-07 - Publisher: International Monetary Fund

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We develop a mixed-frequency, tree-based, gradient-boosting model designed to assess the default risk of privately held firms in real time. The model uses data
Powering the Digital Economy: Opportunities and Risks of Artificial Intelligence in Finance
Language: en
Pages: 35
Authors: El Bachir Boukherouaa
Categories: Business & Economics
Type: BOOK - Published: 2021-10-22 - Publisher: International Monetary Fund

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This paper discusses the impact of the rapid adoption of artificial intelligence (AI) and machine learning (ML) in the financial sector. It highlights the benef
Artificial Intelligence in Asset Management
Language: en
Pages: 95
Authors: Söhnke M. Bartram
Categories: Business & Economics
Type: BOOK - Published: 2020-08-28 - Publisher: CFA Institute Research Foundation

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Artificial intelligence (AI) has grown in presence in asset management and has revolutionized the sector in many ways. It has improved portfolio management, tra
The Financial Crisis Inquiry Report
Language: en
Pages: 692
Authors: Financial Crisis Inquiry Commission
Categories: Political Science
Type: BOOK - Published: 2011-05-01 - Publisher: Cosimo, Inc.

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The Financial Crisis Inquiry Report, published by the U.S. Government and the Financial Crisis Inquiry Commission in early 2011, is the official government repo
Artificial Intelligence in Banking
Language: en
Pages: 50
Authors: Introbooks
Categories:
Type: BOOK - Published: 2020-04-07 - Publisher:

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In these highly competitive times and with so many technological advancements, it is impossible for any industry to remain isolated and untouched by innovations