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| Title | Presenter(s) | Year | Affiliate Institution | Paper |
|---|---|---|---|---|
| Detecting Insurance Fraud with Isolation Forests | Joern Debener, Johannes Kriebel, Volker Heinke | 2021 | University Of Muenster | Download (Word) |
| Developing Fair Risk Scoring Models | Gero Szepannek | 2021 | Stralsund University Of Applied Sciences | Download Abstract (Word) |
| Divide and Conquer Clustering: A Segmentation Technique for Open Banking-Type Data on UK Customers | Andrej Svetlosak, Miguel de Carvalho, Raffaella Calabrese | 2021 | University of Edinburgh | Download Abstract (Word) |
| Early Warning System for Prediction of Credit Quality Deterioration Using Big Data and Natural Language Processing | Natalie Soldatkova, James Wilson | 2021 | Deloitte UK | Download Abstract (Word) |
| Effects of Connectivity on Challenges in SME Access to Finance | Antonia Gieschen, Raffaella Calabrese, Belen Martin-Barragan, Jake Ansell | 2021 | University of Edinburgh | Download Abstract (Word) |
| Efficient Frontiers with Partially Fair Scores | Robert Oliver | 2021 | University Of California | Download Abstract (Word) |
| Embedding IRB and IFRS9 Model Structures into Forecasting and Stress Testing Solutions | Andy Johnson, Elena Rudakova | 2021 | Leeds Building Society | Download Abstract (Word) |
| Enhancing Collection Scoring Model During Turbulent Economic Environment by Deriving Proxy Repayment Target Using Promise-to-Pay Signal | Aris Fernando, Muhammad Novario Ekaputra, Athiratt Jarnyaharn, Muhammad Aprialdi Rizki Pratama | 2021 | OVO | Download Abstract (Word) |
| Explainable Neural Networks for Dynamic Credit Risk Modelling | Anthony Bellotti, Hao Wang | 2021 | University of Nottingham Ningbo China | Download Abstract (Word) / Download Slides (PDF) |
| Extending Artificial Intelligence and Machine Learning (AIML) Model Governance: From Regular to Daily Continuous Monitoring | Stephen Tonna, Terisa Roberts, Vipul Katiyar, Amol Malani | 2021 | SAS Institute PTY Ltd | Download Abstract (Word) |
| Fairness by Explicability and Adversarial SHAP Learning | Javier Campos Zabala | 2021 | Experian | Download Abstract (Word) |
| Fairness in Credit Scoring: Assessment, Implementation, and Profit Implications | Stefan Lessmann, Nikita Kozodoi | 2021 | Humboldt-Universität zu Berlin | Download Abstract (Word) |
| Fairness in Financial AI Models: A Pragmatic Guide Including Key Metrics | Javier Campos Zabala | 2021 | Experian | Download Abstract (Word) |
| Frameworks for Testing Model BIAS | Marcus Bruhn, Swathi Veeravelly, Feng Li | 2021 | Equifax | Download Abstract (Word) |
| Gender Discrimination in Algorithmic Decision-making | Anna Matuszyk, Galina Andreeva | 2021 | Warsaw School of Economics | Download Abstract (Word) / Download Slides (PDF) |