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Thesis

Algorithmic explanations: to become a mockingbird

Alternative title:
Providing twitter users with tools to control algorithmic perceptions
Abstract:

As algorithms are increasingly used to make potentially life-altering decisions the importance of ensuring they meet certain standards of fairness, accountability, and transparency is becoming paramount. Complex models that are poorly understood are susceptible to bias, reliance on protected or irrelevant features, and adversarial examples. This concern has spawned interest in explainable and interpretable algorithms which allow humans to understand algorithmic decisions. Running parallel ...

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Division:
MPLS
Department:
Computer Science
Department:
Department of Computer Science
Role:
Author

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Department:
Department of Computer Science
Role:
Supervisor
Type of award:
MSc
Level of award:
Masters
Awarding institution:
University of Oxford
Language:
English
Keywords:
Subjects:
UUID:
uuid:48898f6d-f06e-4495-82a2-4a131758f097
Deposit date:
2019-11-22

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