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AI & Machine Learning in Finance: The Virtue of Complexity in Financial Machine Learning

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Manage episode 348356028 series 3204510
Indhold leveret af Swedish House of Finance. Alt podcastindhold inklusive episoder, grafik og podcastbeskrivelser uploades og leveres direkte af Swedish House of Finance eller deres podcastplatformspartner. Hvis du mener, at nogen bruger dit ophavsretligt beskyttede værk uden din tilladelse, kan du følge processen beskrevet her https://da.player.fm/legal.

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 episode, 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.

  continue reading

15 episoder

Artwork
iconDel
 
Manage episode 348356028 series 3204510
Indhold leveret af Swedish House of Finance. Alt podcastindhold inklusive episoder, grafik og podcastbeskrivelser uploades og leveres direkte af Swedish House of Finance eller deres podcastplatformspartner. Hvis du mener, at nogen bruger dit ophavsretligt beskyttede værk uden din tilladelse, kan du følge processen beskrevet her https://da.player.fm/legal.

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 episode, 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.

  continue reading

15 episoder

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