Artificial intelligence in finance

Bonnie Buchanan

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Sammanfattning

Artificial intelligence (AI) is rapidly transforming the global financial services industry. As a group of related technologies that include machine learning (ML) and deep learning (DL), AI has the potential to disrupt and refine the existing financial services industry. I review the extant academic, practitioner and policy related AI literature. I also detail the AI, ML and DL taxonomy as well as their various applications in the financial services industry.

A literature survey of AI and financial services cannot ignore the econometric aspects and their implications. ML methods are all about algorithms, rather than asymptotic statistical processes. Unlike maximum likelihood estimation, ML’s framework is less unified. To that end, I will discuss the ML approaches of unsupervised and supervised learning.
OriginalspråkEngelska
UtgivningsortLondon
FörlagThe Alan Turing Institute
Antal sidor50
DOI
StatusPublicerad - 2019
MoE-publikationstypD4 Publicerad utvecklings- eller forskningsrapport eller -utredning

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  • 512 Företagsekonomi

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