AI & Machine Learning in Finance: The Virtue of Complexity in Financial Machine Learning
#artificialintelligence #machinelearning #financeresearch
Using AI and Machine learning in asset pricing and asset management is in the midst of a boom. But are portfolios based on these richly parameterized models well understood?
In this video, Bryan Kelly, Professor of Finance at Yale School of Management and Head of Machine Learning at AQR Capital Management, talks about the behavior of return prediction models in a high complexity regime and the ability of high complex models to predict recessions.
Stay up to date on financial research!
Sign-up to the Swedish House of Finance #newsletter to take part of events, listen to interviews with leading experts, and keep informed on relevant policy issues: https://bit.ly/394CT4Z
#artificialintelligence #machinelearning #financeresearch
Using AI and Machine learning in asset pricing and asset management is in the midst of a boom. But are portfolios based on these richly parameterized models well understood?
In this video, Bryan Kelly, Professor of Finance at Yale School of Management and Head of Machine Learning at AQR Capital Management, talks about the behavior of return prediction models in a high complexity regime and the ability of high complex models to predict recessions.
Stay up to date on financial research!
Sign-up to the Swedish House of Finance #newsletter to take part of events, listen to interviews with leading experts, and keep informed on relevant policy issues: https://bit.ly/394CT4Z
