Deep Generative Models for Reject Inference in Credit Scoring

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Deep Generative Models for Reject Inference in Credit Scoring

12 April 2019

R. A. Mancisidor

Michael C. Kampffmeyer

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Papers citing "Deep Generative Models for Reject Inference in Credit Scoring"

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Title
Best Practices for Responsible Machine Learning in Credit Scoring Giovani Valdrighi Athyrson M. Ribeiro Jansen S. B. Pereira Vitoria Guardieiro Arthur Hendricks ... Juan David Nieto Garcia Felipe F. Bocca Thalita B. Veronese Lucas Wanner Marcos Medeiros Raimundo FaML 104 0 0 30 Sep 2024
Unbiased Decisions Reduce Regret: Adversarial Domain Adaptation for the Bank Loan Problem Elena Gal Shaun Singh Aldo Pacchiano Benjamin Walker Terry Lyons Jakob N. Foerster FaML 67 0 0 15 Aug 2023
Towards a Better Microcredit Decision Mengnan Song Jiasong Wang Suisui Su 31 2 0 23 Aug 2022
RMT-Net: Reject-aware Multi-Task Network for Modeling Missing-not-at-random Data in Financial Credit Scoring Qiang Liu Yingtao Luo Shu Wu Zhen Zhang Xiangnan Yue Hong Jin Liang Wang 85 9 0 01 Jun 2022
Discriminative Multimodal Learning via Conditional Priors in Generative Models R. A. Mancisidor Michael C. Kampffmeyer K. Aas Robert Jenssen GAN 77 5 0 09 Oct 2021
Characterizing Fairness Over the Set of Good Models Under Selective Labels Amanda Coston Ashesh Rambachan Alexandra Chouldechova FaML 105 85 0 02 Jan 2021
Explainable AI for Interpretable Credit Scoring Lara Marie Demajo Vince Vella A. Dingli 77 39 0 03 Dec 2020
Credit Scoring for Micro-Loans N. Dubina Dasom Kang Alex Suh 23 0 0 10 May 2019