Paper Presentations (see below for paper titles)
2018 Talks
in
Workshop: Challenges and Opportunities for AI in Financial Services: the Impact of Fairness, Explainability, Accuracy, and Privacy
in
Workshop: Challenges and Opportunities for AI in Financial Services: the Impact of Fairness, Explainability, Accuracy, and Privacy
Abstract
15:50 - 15:58 Use of Machine Learning Techniques to Create a Credit Score Model for Prepaid Basic Services in East Africa. Case Study: Airtime Loans 15:58 - 16:06 Towards Global Explanations for Credit Risk Scoring 16:06 - 16:14 Interpretable Credit Application Predictions With Counterfactual Explanations 16:14 - 16:22 Interpretable Feature Selection Using Local Information for Credit Assessment 16:22 - 16:30 Towards Explainable Deep Learning for Credit Lending: A Case Study
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