Towards Self-Regulating AI: Challenges and Opportunities of AI Model Governance in Financial Services

AI systems have found a wide range of application areas in financial services. Their involvement in broader and increasingly critical decisions has escalated the need for compliance and effective model governance. Current governance practices have evolved from more traditional financial applications...

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Veröffentlicht in:	arXiv.org 2020-10
Hauptverfasser:	Kurshan, Eren, Shen, Hongda, Chen, Jiahao
Format:	Artikel
Sprache:	eng
Schlagworte:	Complexity Computer Science - Artificial Intelligence Computer Science - Learning Finance Financial services Quantitative Finance - General Finance Risk management Statistics - Applications
Online-Zugang:	Volltext
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