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Thesis

Algorithmic decision making in financial markets

Abstract:

Machine learning's prowess for automatic pattern recognition at scale is meaningfully reshaping every branch of science. From astronomy to vision, web analytics to medical diagnostics, every data-intensive field is harnessing the potential of modern AI techniques. Though not commonly viewed through the same lens, finance is very much at the forefront of the data revolution. Financial markets present one of the most complex, noisy environments for machine learners: a vast range of factors - no...

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Institution:
University of Oxford
Division:
MPLS
Department:
Engineering Science
Role:
Author

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Department:
University of Oxford
Role:
Supervisor
Type of award:
DPhil
Level of award:
Doctoral
Awarding institution:
University of Oxford
Language:
English
UUID:
uuid:63e8b490-35fd-44fa-a258-acc34ac87a43
Deposit date:
2020-04-30

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