Identifying, measuring, and mitigating individual unfairness for supervised learning models and application to credit risk models

In the past few years, Artificial Intelligence (AI) has garnered attention from various industries including financial services (FS). AI has made a positive impact in financial services by enhancing productivity and improving risk management. While AI can offer efficient solutions, it has the potent...

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Veröffentlicht in:	arXiv.org 2022-11
Hauptverfasser:	Shahsavarifar, Rasoul, Chandran, Jithu, Inchiosa, Mario, Deshpande, Amit, Schlener, Mario, Gossain, Vishal, Elias, Yara, Murali, Vinaya
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Artificial intelligence Financial services Risk management Similarity Supervised learning Training
Online-Zugang:	Volltext
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