IMF Publications by Subject
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Machine learning:
2019
Title: Completing the Market: Generating Shadow CDS Spreads by Machine Learning
Series: Working Paper No. 2019/292
Date: December 27, 2019
Subject: Credit default swap Credit ratings Credit risk Financial markets Financial regulation and supervision Machine learning Money Stock markets Technology
Title: Machine Learning and Causality: The Impact of Financial Crises on Growth
Series: Working Paper No. 2019/228
Date: November 1, 2019
Subject: Exchange rate flexibility Financial crises Foreign exchange Machine learning Technology
Title: Digital Connectivity in sub-Saharan Africa: A Comparative Perspective
Series: Working Paper No. 2019/210
Date: September 27, 2019
Subject: Income Information technology in revenue administration Infrastructure Machine learning National accounts Population and demographics Revenue administration Technology
Title: FinTech in Financial Inclusion: Machine Learning Applications in Assessing Credit Risk
Series: Working Paper No. 2019/109
Date: May 17, 2019
Subject: Credit Credit ratings Credit risk Financial institutions Financial regulation and supervision Loans Machine learning Money Technology
2018
Title: An Algorithmic Crystal Ball: Forecasts-based on Machine Learning
Series: Working Paper No. 2018/230
Date: November 1, 2018
Subject: Artificial intelligence Economic forecasting Machine learning Technology
2016
Title: Seeing in the Dark: A Machine-Learning Approach to Nowcasting in Lebanon
Series: Working Paper No. 2016/056
Date: March 8, 2016
Subject: Cyclical indicators Economic forecasting Economic growth Machine learning Technology