Monotonic Neural Additive Models: Pursuing Regulated Machine Learning Models for Credit Scoring

Dangxing Chen, Weicheng Ye. Monotonic Neural Additive Models: Pursuing Regulated Machine Learning Models for Credit Scoring. In Daniele Magazzeni, Senthil Kumar, Rahul Savani, Renyuan Xu, Carmine Ventre, Blanka Horvath, Ruimeng Hu, Tucker Balch, Francesca Toni, editors, 3rd ACM International Conference on AI in Finance, ICAIF 2022, New York, NY, USA, November 2-4, 2022. pages 70-78, ACM, 2022. [doi]

Abstract

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