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Hibbeln et al., 2025 - Google Patents

Predictive Multiplicity, Procedural Multiplicity, and Heterogeneous Machine Learning Ensembles in Recovery Rate Forecasting

Hibbeln et al., 2025

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Document ID
8620860303532969220
Author
Hibbeln M
Kopp R
Urban N
Publication year
Publication venue
Procedural Multiplicity, and Heterogeneous Machine Learning Ensembles in Recovery Rate Forecasting (August 26, 2025)

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Abstract Machine learning (ML) could strengthen banks' resilience through improved credit risk screening and ultimately benefit financial stability. Yet, ML adoption in banking remains limited, with simpler linear models still predominating. We argue that the emergence of …
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